R Under development (unstable) (2024-11-07 r87302 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > # This file is part of the standard setup for testthat. > # It is recommended that you do not modify it. > # > # Where should you do additional test configuration? > # Learn more about the roles of various files in: > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview > # * https://testthat.r-lib.org/articles/special-files.html > > library(testthat) > library(topics) This is topics (version 0.10.0). Please send us feedback based on your experience. For more information about the topics package see www.r-text.org. > > test_check("topics") # A tibble: 3 × 4 ngram_type initial_count removed_count final_count 1 1-grams 1294 0 1294 2 2-grams 3466 0 3466 3 3-grams 3581 0 3581 # A tibble: 3 × 4 ngram_type initial_count removed_count final_count 1 1-grams 1294 0 1294 2 2-grams 3466 415 3051 3 3-grams 3581 0 3581 Directory created successfully. [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_123/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_123/dtms.rds" Directory created successfully. [1] "The Dtm, data, and summary are saved inD:\\temp\\2024_11_08_18_50_02\\RtmpmUKUmv\\file1be302e97361f/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:01:56 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 10 topics, 4 topic bits, 1111 topic mask Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,40927 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 another 1 0,5 2 0,5 3 0,5 4 0,5 document 5 0,5 test 6 0,5 7 0,5 test 8 0,5 9 0,5 another_test test_document Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,40927 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 1 0,5 2 0,5 3 0,5 test 4 0,5 document 5 0,5 6 0,5 7 0,5 another_test 8 0,5 test_document 9 0,5 another test Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,40927 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 test 1 0,5 2 0,5 test 3 0,5 document 4 0,5 test_document 5 0,5 6 0,5 7 0,5 another 8 0,5 another_test 9 0,5 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 1 0,5 another_test 2 0,5 test 3 0,5 4 0,5 test_document 5 0,5 test 6 0,5 7 0,5 document 8 0,5 another 9 0,5 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -3,82319 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,33061 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,08495 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,5 1 0,5 2 0,5 test 3 0,5 another 4 0,5 5 0,5 document 6 0,5 test 7 0,5 8 0,5 another_test 9 0,5 test_document Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -4,60043 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -3,74984 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -3,70022 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,01941 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,3731 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46183 test 1 0,64983 test 2 0,57626 document 3 0,77243 4 0,67435 another 5 0,55174 6 0,74791 test_document 7 0,64983 another_test 8 0,48635 9 0,55174 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,07236 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -3,96137 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,10329 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -3,7775 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,07223 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,49087 1 1,05657 2 0,75749 3 0,7622 test 4 0,78383 test_document 5 0,68493 test 6 0,73762 another 7 0,78325 another_test 8 0,51544 document 9 0,7569 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,72072 test another_test another test_document document 1 1,16082 2 0,78481 3 0,82544 4 0,8421 5 0,92412 6 0,95388 7 0,9269 8 0,74969 9 0,78479 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,59242 test another_test another test_document document 1 0,03843 2 0,02598 3 0,02733 4 0,02788 5 0,03059 6 0,03158 7 0,03069 8 0,02482 9 0,02598 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 6,08588 test another_test another test_document document 1 0,00089 2 0,0006 3 0,00063 4 0,00064 5 0,00071 6 0,00073 7 0,00071 8 0,00057 9 0,0006 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 6,38219 test another_test another test_document document 1 0,00002 2 0,00001 3 0,00002 4 0,00002 5 0,00002 6 0,00002 7 0,00002 8 0,00001 9 0,00001 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 6,70045 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 7,04957 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 7,43436 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 7,86053 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 8,33502 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 8,86642 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 9,46547 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,14575 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,92474 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 08, 2024 7:01:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,86702 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 another_test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 test 12 0,25 another 13 0,25 14 0,25 test_document 15 0,25 16 0,25 17 0,25 18 0,25 test 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,86702 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 5 0,25 6 0,25 test 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 12 0,25 another 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test_document Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test_document 1 0,25 2 0,25 another 3 0,25 test 4 0,25 5 0,25 document 6 0,25 7 0,25 8 0,25 9 0,25 another_test 10 0,25 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -5,01728 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 test 5 0,25 another 6 0,25 document 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 12 0,25 13 0,25 test_document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,75552 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 test 2 0,25 3 0,25 another_test 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 11 0,25 12 0,25 test_document 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 document 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,45242 test another_test another test_document document 1 0,27587 2 0,15326 3 0,32491 4 0,25135 5 0,12874 6 0,423 7 0,23173 8 0,32491 9 0,34943 10 0,22683 11 0,32982 12 0,39848 13 0,32491 14 0,30039 15 0,37396 16 0,22683 17 0,30039 18 0,49656 19 0,20231 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,58563 test another_test another test_document document 1 0,0066 2 0,00367 3 0,00777 4 0,00601 5 0,00308 6 0,01012 7 0,00554 8 0,00777 9 0,00836 10 0,00543 11 0,00789 12 0,00953 13 0,00777 14 0,00719 15 0,00895 16 0,00543 17 0,00719 18 0,01188 19 0,00484 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,81113 test another_test another test_document document 1 0,0001 2 0,00006 3 0,00012 4 0,00009 5 0,00005 6 0,00016 7 0,00009 8 0,00012 9 0,00013 10 0,00008 11 0,00012 12 0,00015 13 0,00012 14 0,00011 15 0,00014 16 0,00008 17 0,00011 18 0,00018 19 0,00008 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,93357 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,0615 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,19723 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,34153 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,49522 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,65925 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,83466 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,02267 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,22468 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,44227 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,6773 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,93193 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_123/model.rds" Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,86702 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 another_test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 test 12 0,25 another 13 0,25 14 0,25 test_document 15 0,25 16 0,25 17 0,25 18 0,25 test 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,86702 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 5 0,25 6 0,25 test 7 0,25 8 0,25 document 9 0,25 10 0,25 11 0,25 12 0,25 another 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test_document Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test_document 1 0,25 2 0,25 another 3 0,25 test 4 0,25 5 0,25 document 6 0,25 7 0,25 8 0,25 9 0,25 another_test 10 0,25 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -5,01728 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another_test 3 0,25 4 0,25 test 5 0,25 another 6 0,25 document 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 12 0,25 13 0,25 test_document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 19 0,25 test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,75552 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 test 2 0,25 3 0,25 another_test 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 11 0,25 12 0,25 test_document 13 0,25 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 document 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,45242 test another_test another test_document document 1 0,27587 2 0,15326 3 0,32491 4 0,25135 5 0,12874 6 0,423 7 0,23173 8 0,32491 9 0,34943 10 0,22683 11 0,32982 12 0,39848 13 0,32491 14 0,30039 15 0,37396 16 0,22683 17 0,30039 18 0,49656 19 0,20231 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,58563 test another_test another test_document document 1 0,0066 2 0,00367 3 0,00777 4 0,00601 5 0,00308 6 0,01012 7 0,00554 8 0,00777 9 0,00836 10 0,00543 11 0,00789 12 0,00953 13 0,00777 14 0,00719 15 0,00895 16 0,00543 17 0,00719 18 0,01188 19 0,00484 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,81113 test another_test another test_document document 1 0,0001 2 0,00006 3 0,00012 4 0,00009 5 0,00005 6 0,00016 7 0,00009 8 0,00012 9 0,00013 10 0,00008 11 0,00012 12 0,00015 13 0,00012 14 0,00011 15 0,00014 16 0,00008 17 0,00011 18 0,00018 19 0,00008 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 3,93357 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,0615 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,19723 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,34153 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,49522 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,65925 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 4,83466 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,02267 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,22468 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,44227 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,6773 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 5,93193 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_123/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 3 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 6 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 another 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 document 14 0,25 15 0,25 16 0,25 17 0,25 18 0,25 test_document 19 0,25 another_test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 test 5 0,25 6 0,25 7 0,25 document 8 0,25 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 14 0,25 15 0,25 another_test 16 0,25 test_document 17 0,25 another 18 0,25 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -5,01728 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 test 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 test_document 8 0,25 document 9 0,25 10 0,25 test 11 0,25 12 0,25 13 0,25 another 14 0,25 15 0,25 16 0,25 17 0,25 another_test 18 0,25 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -5,28552 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 document 1 0,25 another_test 2 0,25 3 0,25 4 0,25 test_document 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 10 0,25 11 0,25 test 12 0,25 13 0,25 14 0,25 another 15 0,25 test 16 0,25 17 0,25 18 0,25 19 0,25 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -4,51634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -4,7781 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 1 0,25 2 0,25 3 0,25 4 0,25 5 0,25 6 0,25 7 0,25 8 0,25 9 0,25 another 10 0,25 document 11 0,25 test 12 0,25 13 0,25 14 0,25 test 15 0,25 16 0,25 another_test 17 0,25 18 0,25 19 0,25 test_document Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -5,06788 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -4,95897 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -4,44733 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -4,61914 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -4,90952 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15326 1 0,37886 2 0,22683 3 0,4279 document 4 0,22683 5 0,34943 test 6 0,30039 test 7 0,23173 another 8 0,30039 9 0,49656 10 0,30039 11 0,25135 test_document 12 0,25135 13 0,39848 another_test 14 0,22683 15 0,4279 16 0,39848 17 0,22683 18 0,30039 19 0,20231 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -4,86415 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -4,71499 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -4,58737 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -4,55922 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -4,7634 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17044 1 0,5094 test 2 0,31516 3 0,48674 4 0,43429 5 0,46104 6 0,31691 7 0,29145 8 0,36456 9 0,44072 test_document 10 0,38839 11 0,41105 test 12 0,14895 13 0,41456 another 14 0,31516 15 0,48674 document 16 0,46221 another_test 17 0,24368 18 0,38839 19 0,24309 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -4,56964 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -4,63337 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -4,7486 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -4,59982 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -4,99918 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34253 1 0,52095 2 0,45919 3 0,49216 4 0,6877 5 0,82917 6 0,20594 7 0,34594 8 0,31986 9 0,51901 10 0,37682 document 11 0,57446 test 12 0,17306 13 0,32127 another_test 14 0,43104 15 0,49216 16 0,51962 test_document 17 0,42903 18 0,46125 another 19 0,14757 test Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -4,60504 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -4,72026 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -4,46517 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -4,64095 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -4,61623 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,34115 1 0,446 test_document 2 0,64187 another 3 0,41206 4 0,64941 5 0,75304 6 0,30366 7 0,53917 8 0,37339 test 9 0,6334 10 0,60616 11 0,74463 12 0,17064 test 13 0,37344 14 0,60795 15 0,64296 another_test 16 0,61088 17 0,47595 document 18 0,51 19 0,30173 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -4,65917 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -4,64669 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -4,83778 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -4,57194 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -4,51656 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,3965 1 0,40052 test_document 2 0,75311 test 3 0,62926 4 0,71505 5 0,83405 6 0,4334 7 0,44244 document 8 0,51276 9 0,59942 10 0,52169 11 0,83373 another_test 12 0,19825 13 0,58944 14 0,7518 15 0,84483 another 16 0,86694 17 0,44001 18 0,67136 test 19 0,43333 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,00382] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -4,55805 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -4,63071 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -4,72765 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -4,66617 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -4,51876 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,46398 1 0,55341 2 1,06005 3 0,74213 4 0,9691 5 1,01904 6 0,64413 7 0,51066 8 0,5138 another_test 9 0,78543 10 0,33569 11 0,70664 test 12 0,41049 13 0,69573 document 14 0,83686 another 15 0,88564 16 0,88663 test 17 0,46592 18 0,69939 test_document 19 0,73338 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,75452 test another_test another test_document document 1 0,39404 2 1,25512 3 1,10425 4 0,72873 5 1,04433 6 0,55527 7 0,5483 8 0,80929 9 1,29295 10 0,33051 11 0,92369 12 0,43875 13 0,76662 14 0,98265 15 0,88087 16 1,06193 17 0,70246 18 1,34062 19 0,40344 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 10,46077 test another_test another test_document document 1 0,02411 2 0,07679 3 0,06756 4 0,04458 5 0,06389 6 0,03397 7 0,03355 8 0,04951 9 0,0791 10 0,02022 11 0,05651 12 0,02684 13 0,0469 14 0,06012 15 0,05389 16 0,06497 17 0,04298 18 0,08202 19 0,02468 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 12,27556 test another_test another test_document document 1 0,00104 2 0,0033 3 0,00291 4 0,00192 5 0,00275 6 0,00146 7 0,00144 8 0,00213 9 0,0034 10 0,00087 11 0,00243 12 0,00115 13 0,00202 14 0,00259 15 0,00232 16 0,00279 17 0,00185 18 0,00353 19 0,00106 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 13,45196 test another_test another test_document document 1 0,00005 2 0,00015 3 0,00013 4 0,00009 5 0,00013 6 0,00007 7 0,00007 8 0,0001 9 0,00016 10 0,00004 11 0,00011 12 0,00005 13 0,00009 14 0,00012 15 0,00011 16 0,00013 17 0,00009 18 0,00016 19 0,00005 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 14,81177 test another_test another test_document document 1 0 2 0,00001 3 0,00001 4 0 5 0,00001 6 0 7 0 8 0 9 0,00001 10 0 11 0,00001 12 0 13 0 14 0,00001 15 0,00001 16 0,00001 17 0 18 0,00001 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 16,45626 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 18,48597 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 21,05068 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 24,38745 test another_test another test_document document 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: NaN] Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel modelLogLikelihood WARNUNG: NaN in log likelihood calculation Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: 0 Nov. 08, 2024 7:01:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 0 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Model is saved in./results/seed_42/model.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10473 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,02962 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,95849 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,94262 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n energy ca_n ca active end miss 1 0,25 feeling fine lost sense constantly happy worrying 2 0,25 sadness future self sleeping hope anger loneliness 3 0,25 hopeless empty numb despair past well bleak 4 0,25 optimistic hopeful positive depression failure thoughts determined 5 0,25 lack excited joy stress eating interest distressed 6 0,25 little tired often emotional mood negative times 7 0,25 low sad stressed mood upset lethargic moody 8 0,25 life feeling feelings na point enjoyment na_na 9 0,25 feel depressed sad felt tired work suicidal 10 0,25 happy calm content cheerful relaxed joyful grateful 11 0,25 lonely sad anxious worried angry sad_lonely nervous 12 0,25 depressed trying worry anxiety lacking sleep tearful 13 0,25 just concerned bit frustrated overwhelmed light grey 14 0,25 good motivation blue irritable worthless low isolated 15 0,25 bored sometimes unmotivated day hard focus drained 16 0,25 family friends sleep gloomy want forward see 17 0,25 tired energy exhausted bright flat appetite side 18 0,25 alone sad worried wanting people one exhausted 19 0,25 feeling unhappy things like feeling_low sad_unhappy days Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94856 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,94081 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,8789 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,91303 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,91162 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n ca_n ca miss lot get 1 0,25 fine feelings tired hopelessness okay cool struggling 2 0,25 sadness self future inside sleeping hope go 3 0,25 empty hopeless numb gloomy emotional despair despondent 4 0,25 optimistic hopeful active depression depressed determined focused 5 0,25 bored loss stress joy laughter overthinking state 6 0,25 little tired thoughts nothing sense negative constantly 7 0,25 low sad mood moody worried low_mood self 8 0,25 life feeling going bad na enthusiastic na_na 9 0,25 sad feel depressed tired felt upset unmotivated 10 0,25 happy calm content excited joyful positive cheerful 11 0,25 lonely sad anxious worried angry scared stressed 12 0,25 trying day anxiety depressed worry coping getting 13 0,25 just light grey point fat uninterested dumps 14 0,25 lack motivation blue low irritable good worthless 15 0,25 sometimes bored hard end focus yes social 16 0,25 family people friends want see strong cant 17 0,25 exhausted isolated upbeat frustrated concerned generally annoyed 18 0,25 alone time wanting hopeless one lost days 19 0,25 feeling energy unhappy like things pointless crying Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,90432 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,89679 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,86096 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,86644 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,8963 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca helpless miss useless 1 0,25 irritable thinking past blue dumps failure strong 2 0,25 sadness future stress hope inside anger loneliness 3 0,25 empty hopeless gloomy numb pointless despair despondent 4 0,25 optimistic hopeful determined active normal focused annoyed 5 0,25 good joy enjoyment phrase hobbies living ugly 6 0,25 little tired mood thoughts sense negative hopelessness 7 0,25 low self mood moody lethargic low_mood emotional 8 0,25 life feeling bright optimistic peaceful na enthusiastic 9 0,25 tired depressed sad felt upset exhausted agitated 10 0,25 happy calm content excited joyful cheerful relaxed 11 0,25 sad lonely anxious worried stressed tired angry 12 0,25 depressed trying worry day anxiety sleeping times 13 0,25 just end well overwhelmed much grey fat 14 0,25 lack motivation energy worthless low loss lack_motivation 15 0,25 bored sometimes work often hard routine yes 16 0,25 feel friends people sleep want see sleeping 17 0,25 sad unmotivated isolated miserable lost concerned drained 18 0,25 alone time wanting one go help hopeless 19 0,25 feeling unhappy things like depression energy feelings Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86412 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,84283 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,8992 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,83109 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,87141 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca miss useless focus 1 0,25 irritable thinking failure feeling past troubled strong 2 0,25 sadness blue stress suicidal hope anger loneliness 3 0,25 hopeless empty numb lost gloomy despair despondent 4 0,25 optimistic hopeful normal stay determined looking focused 5 0,25 good joy love phrase enough laughter happy_excited 6 0,25 little anxiety thoughts sense negative ok hopelessness 7 0,25 low self mood sad feeling lethargic low_mood 8 0,25 life going na point na_na living enjoying 9 0,25 depressed tired sad felt upset depressed_sad sad_upset 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 lonely sad worried anxious tired angry scared 12 0,25 time trying depressed day worry light times 13 0,25 pointless just well much weak annoyed struggle 14 0,25 energy lack motivation loss lacking lack_motivation worthless 15 0,25 bored sometimes unmotivated often work hard friends 16 0,25 feel people inside want see sleepy care 17 0,25 exhausted miserable drained sad frustrated concerned tired_exhausted 18 0,25 alone sleeping wanting isolated one go world 19 0,25 feeling future unhappy things like depression feelings Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86365 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,86807 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84188 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84866 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,86224 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 sleep n ca_n ca miss focus mild 1 0,25 irritable scared thinking miserable failure past troubled 2 0,25 sadness blue stress helpless anger loneliness hope 3 0,25 hopeless empty gloomy numb emotional overthinking despair 4 0,25 optimistic hopeful positive things determined stay enthusiastic 5 0,25 good mood joy lazy phrase living motivated 6 0,25 little strong sense feeling negative thoughts ok 7 0,25 low self upset mood sad often low_mood 8 0,25 life bright na na_na forward point na_na_na 9 0,25 depressed sad felt tired unmotivated going depressed_sad 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 sad lonely worried anxious tired angry stressed 12 0,25 depressed time day worry anxiety trying times 13 0,25 just pointless normal end well bad light 14 0,25 energy lack motivation tired worthless loss lacking 15 0,25 bored sometimes work friends hard routine problems 16 0,25 feel people want see cant ugly useless 17 0,25 exhausted tired constantly frustrated overwhelmed concerned worrying 18 0,25 alone wanting isolated one sleeping go much 19 0,25 feeling future unhappy like depression feelings crying Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08799] Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,37073 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,53925 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54422 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,54948 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,51653 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20851 n ca ca_n sleeping annoyed medication n_sleep 1 0,23325 tired gloomy little sad hobbies neutral despondent 2 0,23578 sadness anxiety stress loneliness tearful anger fat 3 0,2576 hopeless worthless feelings despair often empty enthusiastic 4 0,22124 trying optimistic hopeful keeping things enjoying determined 5 0,22391 good people depression ok enough sadness living 6 0,21887 sense thinking strong bored confident negative hopelessness 7 0,24038 low self mood stressed low_mood sad self_esteem 8 0,22167 na na_na numb na_na_na social dumps anxious 9 0,2466 depressed felt sometimes sad tired depressed_sad new 10 0,28297 happy calm cheerful joyful relaxed content family 11 0,30951 sad lonely worried tired anxious exhausted upset 12 0,23519 depressed time day times days going yes 13 0,21768 end edge looking stay angry quiet constantly 14 0,2326 energy lack feeling motivation low sleep lacking 15 0,23264 bored failure work family routine see friends 16 0,21783 feel unmotivated well dark overthinking focus light 17 0,23686 go okay active afraid relationships void questionable 18 0,22533 alone isolated one wanting sad weak talk 19 0,26285 feeling life future like pointless things get Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13084] Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,5407 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,4808 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,49316 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,53486 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,5352 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17515 n ca ca_n sleep isolated n_sleep ca_n_sleep 1 0,20878 wasting quiet odd_one odd black inside edge 2 0,21109 sadness alone worry blue phrase crying unable 3 0,23786 empty just numb stress afraid sometimes_lonely half 4 0,20574 day trying get going keeping fed moments 5 0,1987 depression loss control sadness sleep finding happy 6 0,18561 sense work way times anxiety little medium_sense 7 0,21782 mood self low low_mood negative miserable constantly 8 0,19253 work na people na_na general feelings na_na_na 9 0,22248 life tired thinking little like self_hatred hatred 10 0,30622 happy calm optimistic cheerful joyful excited relaxed 11 0,37812 sad lonely tired depressed worried anxious hopeless 12 0,21167 time enemy medication life everything change satisfied 13 0,18742 sometimes fine darkness loneliness strong_sense go happiness 14 0,22208 energy motivation lack feeling lack_motivation lethargic low 15 0,21732 bored worrying feeling_like anxiety avoiding guilt away 16 0,19816 feel depressed focused people sleep light ahead 17 0,21071 past getting contact able physical moody_tired overeating 18 0,20745 normal side failure concerned wanting eating exhaustion 19 0,24841 feeling life things future sleeping one hope Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15597] Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,54187 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,46569 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,50077 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,49204 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,52092 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15255 n ca_n ca sleep work n_sleep ca_n_sleep 1 0,17881 work friends failure sunshine strong strong_sense medium 2 0,19376 sadness anxiety anger depression light worthless enthusiastic 3 0,19693 miss numb depressed inside new despair dog 4 0,18123 little motivated bright phrase grey friends feel 5 0,17542 loss people anxious general worthless numb way 6 0,16336 sense thoughts negative medium_sense run frightened sleepy 7 0,20701 low self mood low_mood self_esteem esteem depression 8 0,16634 na na_na times moving na_na_na optomistic appreciative 9 0,19832 distracted lack_energy bad sluggish relaxed_active much occasionally 10 0,33931 happy calm optimistic content joyful cheerful relaxed 11 0,48878 sad tired depressed lonely worried anxious hopeless 12 0,18864 bit thoughts concerned sometimes_lonely mood_swings job panic 13 0,16734 worry feelings hopelessness stress getting enough others 14 0,22075 lack motivation energy sleep lack_motivation lacking appetite 15 0,19192 trying slightly get stay active keeping life 16 0,17829 feel bored things hard less finding_hard growing 17 0,17571 days enemy change support nights fun happy_family 18 0,18246 constantly worrying crying little feeling avoiding mindful 19 0,23202 feeling life future like time day go Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16815] Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,51956 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,48691 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,46948 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,45507 Nov. 08, 2024 7:02:16 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,41692 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13396 n ca_n ca sleep worthless n_sleep absolutely 1 0,1537 trying friends stay crying nothing talk feel 2 0,16896 time stress anxiety depression mild uncertain bored 3 0,17319 past get sleeping look home miss sadness 4 0,15831 phrase routine sometimes flat time keeping slightly 5 0,15861 loneliness low_upset despondent panic procrastination people_view distressed_unhappy 6 0,14755 sense negative normal unmotivated active strong medium_sense 7 0,20029 self low mood low_mood energy stressed self_esteem 8 0,14847 na na_na dark na_na_na self_hatred inside sleep 9 0,17243 bored numb unmotivated lazy days going sometimes 10 0,36477 happy life optimistic calm cheerful content excited 11 0,59624 sad tired depressed lonely worried anxious low 12 0,16301 hopelessness overthinking drained_energy apathy growing sad_angry despair 13 0,14875 little light bit change looking one half 14 0,21232 lack motivation energy lack_motivation sleep appetite lacking 15 0,16864 side work trying friends life sad_upset_tired lots 16 0,16803 bored joy hard well good_mood distracted life_pointless 17 0,14949 rejected buoyant internal overcome general busy getting 18 0,15995 moments people overwhelmed unhappiness overeating tiredness end 19 0,22468 feeling life day like sleeping wanting future Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16929] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,43467 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,38634 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,41114 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,43491 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,38915 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11686 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,13802 sometimes stay anger world people occupied sometimes_lonely 2 0,15523 sadness phrase sunshine sleepless thoughts occasional frustrated 3 0,15274 bored routine future contact working interest everyday 4 0,14125 enjoying friends grey grey_fat avoiding relaxed_active go 5 0,1377 side gloomy boring keep pressure health positives 6 0,12945 sense negative future strong life hopelessness strong_sense 7 0,19525 self stress self_hatred hatred often self_esteem normal 8 0,13993 na na_na na_na_na trying half glass sad_upset_tired 9 0,15308 energy annoyed alone_sad look see sleep avoid 10 0,37411 happy optimistic calm content life joyful cheerful 11 0,66395 sad tired depressed low lonely feeling worried 12 0,1447 bored existence relaxing dissatisfied debt physical lacking 13 0,14365 little day times sometimes yes bit time 14 0,20057 lack motivation sleep loss lack_motivation appetite mood 15 0,15048 work end life felt_happy fear contemplative desire 16 0,153 feelings emotional void guilt sadness_blue family_friends new 17 0,13607 depression mild general bad growing anxiety loneliness 18 0,14211 suicidal medication moody_tired hungry broken uncertainty thoughtful 19 0,21408 feeling life wanting sadness future like empty Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18533] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,38696 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,33942 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3762 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,36352 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,37432 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11099 n ca_n ca sleep get dog n_sleep 1 0,12961 sometimes often phrase sometimes_lonely kids occasionally hobbies 2 0,14472 anger uncertainty crying deep mild headed despondent 3 0,13597 change medication bit annoyed enemy sad_unhappy people_view 4 0,12809 ok na_na_na finding things finding_hard peace thoughts 5 0,12858 friends see light useless thoughtful energy grey_fat 6 0,1229 depression sense strong side people strong_sense medium_sense 7 0,18273 people trying constantly enough others focus day 8 0,13086 na na_na thinking uncertain half glass just 9 0,14059 inside looking existence general mixed pressure positives 10 0,38423 happy life optimistic calm content cheerful family 11 0,70411 sad tired lonely low depressed worried feeling 12 0,13697 loss lazy struggle way accepting enjoyment joy 13 0,13061 future hearted heavy past rejected edgy broken 14 0,1926 lack motivation lack_motivation appetite lacking tearful sleep 15 0,13413 end want news stay enjoying live outside 16 0,13334 little concerned unhappiness stress physical contemplative getting 17 0,12539 little sometimes growing fear depressed_times tired_exhausted despair 18 0,12542 trying hopelessness working overcome disturbed fed panic 19 0,19164 feeling life like wanting hope thinking alone Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19608] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,345 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,2984 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33074 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,29939 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,3381 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10258 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,12327 enemy okay loss future lots bored anxious 2 0,13352 bored light stress anxiety drained distracted tasks 3 0,12313 bit routine go tired_worried short grey general 4 0,11606 gloomy na_na na na_na_na side half just 5 0,11739 time life want little times days social 6 0,11537 sense friends active appetite joy strong_sense medium_sense 7 0,1638 bad enough wish contact leave cant point 8 0,11952 past tearful mood_swings walks mindset miss control 9 0,12555 lack anxiety composed na feelings just full 10 0,38118 happy calm optimistic cheerful content joyful relaxed 11 0,75109 sad tired low lonely depressed worried anxious 12 0,12834 depressed feeling stay struggling uninterested depression occupied 13 0,12491 way bright feel talkative upset_worried tired_exhausted edge 14 0,18423 trying keeping end unmotivated outside just dumps 15 0,12093 self_hatred loneliness inside hatred bored time overdose 16 0,12248 phrase focused poor thoughts panic occasionally present 17 0,11593 see sleepy slightly want_sleep inside grey emptiness 18 0,11973 coping flat mental moving growing sometimes_lonely frustrated 19 0,18161 feeling life day wanting hard focus sleeping Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20969] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,31546 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,35459 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,3543 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,30222 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,35084 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09646 n ca_n ca work sleep nothing alone 1 0,11798 sleeping fat crying grey_fat discouraged overthinking_stressed now 2 0,12126 past time general ahead lot thinking head 3 0,11286 isolated well occupied yes sad_hopeless_despair general miss 4 0,10729 na na_na na_na_na feeling_empty distracted sleepy medication 5 0,11737 time depressed low day drinking enemy panic 6 0,10933 sense strong strong_sense medium worthlessness still short 7 0,14822 feelings phrase times ok pain elated stress 8 0,11378 trying loss constant marks meditation managed_meditation_helps happy_couple_blips 9 0,11427 loss joy dog feeling_like shame miss constant 10 0,38273 happy calm optimistic cheerful joyful relaxed content 11 0,77246 sad tired feeling depressed lonely low worried 12 0,12605 hopelessness thoughts often anxiety thinking angry work 13 0,11625 lacking quiet questionable things_happy outlook isolated thinking 14 0,16695 often looking fine uninterested depression inside hollow 15 0,10984 trying medium_sense malaise worry anything apathy worried_optimistic_stressed 16 0,11393 getting anxiety unable run annoyed concentration unwanted 17 0,11125 bit full slightly half glass lacking useless 18 0,11012 new okay job behaviour bored relationship old 19 0,17164 wanting hard stay end bored hope hope_future Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22027] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32627 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,28029 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,31428 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,28553 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,28316 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09164 n ca_n ca feel n_sleep ca_n_sleep sleep 1 0,11285 work worse growing hard lot appetite body 2 0,11331 state energised balance change existing one mood 3 0,1114 worthless jovial sad_moody panic people extremely well 4 0,10259 depression na na_na na_na_na snappy thinking fresh 5 0,11581 looking alone_low peace thoughts distressed self light 6 0,10321 sense way day strong_sense medium_sense medium negative_thoughts 7 0,13845 cant see ugly numb people world day 8 0,1053 mood time mild bored able sleepless swings 9 0,10539 phrase thoughtful poor odd constantly getting distressed 10 0,38005 happy life optimistic calm cheerful joyful relaxed 11 0,80725 sad feeling tired depressed low lonely worried 12 0,11936 never enemy dull procrastination days weak emptiness 13 0,10775 go yes disturbed eat uneasy present frustration 14 0,14854 things past nothing grey tearful feeling go 15 0,10894 bit anger hearted overwhelmed_lonely fat worried_depressed getting 16 0,1082 end accepting keeping leave overcome times worry 17 0,10844 emotional loss interest hard half glass usual 18 0,10189 darkness social miss health well dog mindful 19 0,15582 new medication coping care steady feelings bothered Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22348] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,32168 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,26899 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,26481 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,24079 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,26615 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08995 n ca ca_n n_sleep sleep nothing depressed 1 0,10703 bright constant stress medication inside depressed_times kids 2 0,10708 motivated run cloud rejected edgy side angry 3 0,1075 get level odd_one odd yes apathetic edge 4 0,09927 na na_na phrase finding na_na_na finding_hard house 5 0,10752 end self_hatred hatred upset_tired negative much overeating 6 0,09862 negative thoughts sense mental strong_sense medium_sense medium 7 0,12634 fat better hard future stress grey struggle 8 0,09918 problems go annoyed view people_view frequently listless 9 0,09937 constantly worrying hard good_mood feeling_like days anger 10 0,38014 happy calm optimistic content cheerful joyful relaxed 11 0,83468 sad tired feeling depressed low lonely worried 12 0,11348 crying slightly alone_sad enemy nights positives active 13 0,10029 fun never moments concentrate unable control time 14 0,13492 day trying work melancholy light unhappiness moving 15 0,10417 people boring normal avoiding growing things_happy past 16 0,10348 hope bit hope_future dull way distracted peace 17 0,10515 depression just stay half glass existence frightened 18 0,10123 miss friends snappy hollow social bright_side lethargic 19 0,1462 grey_fat poor hobbies mindful grey social weak Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23002] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,26894 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,26687 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,23872 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,19206 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24227 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08918 n ca_n ca sleep bored people n_sleep 1 0,10496 feelings bleak one upbeat keeping using_innate_resilience resilience_remaining_buoyant 2 0,10249 leave dissatisfied happy_family bothered anger restless blue_upset_worried 3 0,10988 constantly past constant unhappiness fight dull frustrated 4 0,09513 na na_na phrase na_na_na slightly contemplative short 5 0,10216 stress see cant_see making okay control failure 6 0,09314 depression strong sense strong_sense medium_sense medium sleepless 7 0,11835 wanting go grey help gloomy thinking grey_fat 8 0,09679 ok optimistic_hopeful balance lots used inside dead 9 0,09664 one bright odd_one odd misery struggle emptiness 10 0,38114 happy calm optimistic life cheerful time family 11 0,834 sad feeling tired depressed low lonely anxious 12 0,1072 bit light change going depression strength joyful_smiling_bliss 13 0,09506 days enemy side gloomy day half glass 14 0,12484 normal esteem focus overwhelmed_lonely much rejected edgy 15 0,10017 problems overcome loathing people well meditation_helps_focus neutral_hopeful 16 0,09956 felt feeling_like worrying care social trying lot 17 0,10077 worthless growing medication past sadness composed brilliant 18 0,09609 often loss crying tasks missing feeling_hopeless suicide 19 0,13392 melancholy shame yes kids dark trying moments Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23123] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,17623 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,19888 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,20309 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,20969 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,16997 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08813 n ca_n ca hope miss nothing hope_future 1 0,0998 na_na_na worse mindful times days bit resigned 2 0,09845 end mild often stay slightly unhappy_worried coping 3 0,10115 talk past finding wanting_go finding_hard people_view people 4 0,09169 na phrase feeling na_na ugly worry quite_happy 5 0,09951 frustrated little clear procrastination self_loathing ok bored 6 0,09097 sense enemy strong_sense medium negative_thoughts now life_pointless 7 0,11221 unhappiness avoiding poor worrying miss pain friendly 8 0,09358 lonliness distracted much stay exercise light drained 9 0,0945 bad grey_fat able grey look behaviour feel_sad 10 0,37194 happy optimistic future family hopeful cheerful calm 11 0,83307 sad tired feeling lonely low depressed worried 12 0,10328 thinking see point half glass cant inside 13 0,09347 day medication unfocused feelings emotional willpower situations_feeling_flat 14 0,11484 just unenthusiastic keeping change family_friends overdose enjoy 15 0,09577 mood annoyed sleepy existence everyone much tiredness 16 0,09629 life active overwhelmed worthless wasting accepting people 17 0,09704 live state ready trying mental state_life happy_state_life 18 0,09196 afraid often understanding moments bored using_innate_resilience resilience 19 0,11917 depressed depression boring get cheerful_satisfied extreme depressed_times Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23821] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,23605 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,22114 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,15599 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,18843 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,18488 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08757 n ca ca_n routine hungry n_sleep ca_n_sleep 1 0,09314 void living normal slow lethargy healthy meditation 2 0,09078 wanting feelings go feeling_hopeless feel_sad hard just 3 0,09369 concentration worthless overwhelmed feel fresh energy innate 4 0,09219 na na_na getting na_na_na feeling_like worrying relaxing 5 0,09876 concerned change times loss hopeless_lost slightly mental 6 0,09147 sense way dark moments just apathy strong_sense 7 0,10802 interest things isolation tasks eat live behaviour 8 0,09135 phrase stay body sometimes overthinking relaxing_home others_getting_physical 9 0,09395 thinking nothing depression well mild tiredness want 10 0,36333 happy optimistic calm future content life cheerful 11 0,81457 sad feeling tired depressed low lonely worried 12 0,09566 yes thoughtful occasionally depressed_sad unsettled staying tired_energy 13 0,09235 flat past quiet edge times dead frustrated 14 0,10748 grey drained_energy grey_fat existence frightened fat heavy 15 0,08943 miss usual dog able motivated steady stay 16 0,09116 enemy medication days thinking half glass nights 17 0,09558 bit overwhelmed light distracted overeating stressed red 18 0,09179 hard friends overwhelmed_lonely lonely_lost general busy focus 19 0,10993 sometimes sometimes_lonely state growing felt_happy general frequently Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23391] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,21293 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,18627 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,19686 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,16369 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,19325 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08743 n ca_n ca sleep nothing n_sleep ca_n_sleep 1 0,09032 mood_swings wasting happy_friends moments bright unable family 2 0,09203 bored nothing eating yes constantly lonely_lost ready 3 0,08979 day world dark laughter people hopelessness worried_depressed 4 0,09058 na na_na grey na_na_na negative fat worse 5 0,09299 work things loneliness day internal burden inside 6 0,0864 sense side medium contact worthlessness inside lacking_energy 7 0,09826 sometimes trying failure sometimes_lonely exhaustion concentration often 8 0,0874 phrase past dog miserable angry odd_one much 9 0,09004 finding_hard go enemy change regretful lacking general 10 0,35505 happy calm cheerful optimistic content joyful relaxed 11 0,80717 sad feeling tired depressed lonely low worried 12 0,08921 depression want hope try cope wrong buoyant 13 0,08928 bit sad strong_sense life_pointless end red helpless 14 0,10404 feeling_like hard worried_optimistic stressed_blue optimistic_stressed_blue optimistic_stressed getting_physical 15 0,0888 looking living enjoying enthusiastic good_enough end outside 16 0,08935 numb generally empty half glass grey_fat present 17 0,08934 miss times distracted eat sleeplessness numb days 18 0,09148 run view uncertainty just dumps melancholy stable 19 0,10319 mild loss growing sleeping_much much rejected anxiety Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24194] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,18736 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,18499 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,14815 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,1555 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20888 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08649 n ca_n ca stress sleep work dog 1 0,08644 past thinking dissatisfied tearful distressed wasting get 2 0,09065 day emptiness feeling_like tearful focus get generally 3 0,08818 like work future hope phrase go self_hatred 4 0,08927 na na_na fat na_na_na hopelessness half grey_fat 5 0,08832 hungry steady happy_feel scared hobbies_enthusiastic balanced_neutral future_enthusiastic 6 0,08687 sense ok strong strong_sense medium_sense medium thoughts 7 0,09528 times sometimes yes time depressed_times constantly worry_lack 8 0,08451 way worse confused feeling_hopeless rejected anxious state 9 0,08529 change future feeling unable depression problems apathy 10 0,34868 happy life calm optimistic cheerful content relaxed 11 0,79132 sad tired depressed feeling low lonely worried 12 0,08732 one well feeling odd alone_sad edge home 13 0,08802 wanting focused looking taking bright_side side small 14 0,10037 looking felt_happy socializing panic ahead people friendly 15 0,08759 people accepting people_view care moments unable overwhelmed 16 0,08375 bit feelings news tiredness control feeling_flat caring 17 0,08975 miss thinking time okay mixed present emotional 18 0,08925 stress medication overcome ready gloomy time_energy energy_cant_bothered 19 0,09931 enthusiastic enemy lot mood helps good_mood heavy Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23755] Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,16708 Nov. 08, 2024 7:02:17 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10473 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,02962 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,95849 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,94262 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n energy ca_n ca active end miss 1 0,25 feeling fine lost sense constantly happy worrying 2 0,25 sadness future self sleeping hope anger loneliness 3 0,25 hopeless empty numb despair past well bleak 4 0,25 optimistic hopeful positive depression failure thoughts determined 5 0,25 lack excited joy stress eating interest distressed 6 0,25 little tired often emotional mood negative times 7 0,25 low sad stressed mood upset lethargic moody 8 0,25 life feeling feelings na point enjoyment na_na 9 0,25 feel depressed sad felt tired work suicidal 10 0,25 happy calm content cheerful relaxed joyful grateful 11 0,25 lonely sad anxious worried angry sad_lonely nervous 12 0,25 depressed trying worry anxiety lacking sleep tearful 13 0,25 just concerned bit frustrated overwhelmed light grey 14 0,25 good motivation blue irritable worthless low isolated 15 0,25 bored sometimes unmotivated day hard focus drained 16 0,25 family friends sleep gloomy want forward see 17 0,25 tired energy exhausted bright flat appetite side 18 0,25 alone sad worried wanting people one exhausted 19 0,25 feeling unhappy things like feeling_low sad_unhappy days Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94856 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,94081 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,8789 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,91303 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,91162 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n ca_n ca miss lot get 1 0,25 fine feelings tired hopelessness okay cool struggling 2 0,25 sadness self future inside sleeping hope go 3 0,25 empty hopeless numb gloomy emotional despair despondent 4 0,25 optimistic hopeful active depression depressed determined focused 5 0,25 bored loss stress joy laughter overthinking state 6 0,25 little tired thoughts nothing sense negative constantly 7 0,25 low sad mood moody worried low_mood self 8 0,25 life feeling going bad na enthusiastic na_na 9 0,25 sad feel depressed tired felt upset unmotivated 10 0,25 happy calm content excited joyful positive cheerful 11 0,25 lonely sad anxious worried angry scared stressed 12 0,25 trying day anxiety depressed worry coping getting 13 0,25 just light grey point fat uninterested dumps 14 0,25 lack motivation blue low irritable good worthless 15 0,25 sometimes bored hard end focus yes social 16 0,25 family people friends want see strong cant 17 0,25 exhausted isolated upbeat frustrated concerned generally annoyed 18 0,25 alone time wanting hopeless one lost days 19 0,25 feeling energy unhappy like things pointless crying Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,90432 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,89679 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,86096 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,86644 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,8963 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca helpless miss useless 1 0,25 irritable thinking past blue dumps failure strong 2 0,25 sadness future stress hope inside anger loneliness 3 0,25 empty hopeless gloomy numb pointless despair despondent 4 0,25 optimistic hopeful determined active normal focused annoyed 5 0,25 good joy enjoyment phrase hobbies living ugly 6 0,25 little tired mood thoughts sense negative hopelessness 7 0,25 low self mood moody lethargic low_mood emotional 8 0,25 life feeling bright optimistic peaceful na enthusiastic 9 0,25 tired depressed sad felt upset exhausted agitated 10 0,25 happy calm content excited joyful cheerful relaxed 11 0,25 sad lonely anxious worried stressed tired angry 12 0,25 depressed trying worry day anxiety sleeping times 13 0,25 just end well overwhelmed much grey fat 14 0,25 lack motivation energy worthless low loss lack_motivation 15 0,25 bored sometimes work often hard routine yes 16 0,25 feel friends people sleep want see sleeping 17 0,25 sad unmotivated isolated miserable lost concerned drained 18 0,25 alone time wanting one go help hopeless 19 0,25 feeling unhappy things like depression energy feelings Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86412 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,84283 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,8992 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,83109 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,87141 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca miss useless focus 1 0,25 irritable thinking failure feeling past troubled strong 2 0,25 sadness blue stress suicidal hope anger loneliness 3 0,25 hopeless empty numb lost gloomy despair despondent 4 0,25 optimistic hopeful normal stay determined looking focused 5 0,25 good joy love phrase enough laughter happy_excited 6 0,25 little anxiety thoughts sense negative ok hopelessness 7 0,25 low self mood sad feeling lethargic low_mood 8 0,25 life going na point na_na living enjoying 9 0,25 depressed tired sad felt upset depressed_sad sad_upset 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 lonely sad worried anxious tired angry scared 12 0,25 time trying depressed day worry light times 13 0,25 pointless just well much weak annoyed struggle 14 0,25 energy lack motivation loss lacking lack_motivation worthless 15 0,25 bored sometimes unmotivated often work hard friends 16 0,25 feel people inside want see sleepy care 17 0,25 exhausted miserable drained sad frustrated concerned tired_exhausted 18 0,25 alone sleeping wanting isolated one go world 19 0,25 feeling future unhappy things like depression feelings Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86365 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,86807 Nov. 08, 2024 7:02:37 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84188 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84866 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,86224 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 sleep n ca_n ca miss focus mild 1 0,25 irritable scared thinking miserable failure past troubled 2 0,25 sadness blue stress helpless anger loneliness hope 3 0,25 hopeless empty gloomy numb emotional overthinking despair 4 0,25 optimistic hopeful positive things determined stay enthusiastic 5 0,25 good mood joy lazy phrase living motivated 6 0,25 little strong sense feeling negative thoughts ok 7 0,25 low self upset mood sad often low_mood 8 0,25 life bright na na_na forward point na_na_na 9 0,25 depressed sad felt tired unmotivated going depressed_sad 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 sad lonely worried anxious tired angry stressed 12 0,25 depressed time day worry anxiety trying times 13 0,25 just pointless normal end well bad light 14 0,25 energy lack motivation tired worthless loss lacking 15 0,25 bored sometimes work friends hard routine problems 16 0,25 feel people want see cant ugly useless 17 0,25 exhausted tired constantly frustrated overwhelmed concerned worrying 18 0,25 alone wanting isolated one sleeping go much 19 0,25 feeling future unhappy like depression feelings crying Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08799] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,37073 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,53925 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54422 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,54948 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,51653 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20851 n ca ca_n sleeping annoyed medication n_sleep 1 0,23325 tired gloomy little sad hobbies neutral despondent 2 0,23578 sadness anxiety stress loneliness tearful anger fat 3 0,2576 hopeless worthless feelings despair often empty enthusiastic 4 0,22124 trying optimistic hopeful keeping things enjoying determined 5 0,22391 good people depression ok enough sadness living 6 0,21887 sense thinking strong bored confident negative hopelessness 7 0,24038 low self mood stressed low_mood sad self_esteem 8 0,22167 na na_na numb na_na_na social dumps anxious 9 0,2466 depressed felt sometimes sad tired depressed_sad new 10 0,28297 happy calm cheerful joyful relaxed content family 11 0,30951 sad lonely worried tired anxious exhausted upset 12 0,23519 depressed time day times days going yes 13 0,21768 end edge looking stay angry quiet constantly 14 0,2326 energy lack feeling motivation low sleep lacking 15 0,23264 bored failure work family routine see friends 16 0,21783 feel unmotivated well dark overthinking focus light 17 0,23686 go okay active afraid relationships void questionable 18 0,22533 alone isolated one wanting sad weak talk 19 0,26285 feeling life future like pointless things get Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13084] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,5407 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,4808 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,49316 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,53486 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,5352 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17515 n ca ca_n sleep isolated n_sleep ca_n_sleep 1 0,20878 wasting quiet odd_one odd black inside edge 2 0,21109 sadness alone worry blue phrase crying unable 3 0,23786 empty just numb stress afraid sometimes_lonely half 4 0,20574 day trying get going keeping fed moments 5 0,1987 depression loss control sadness sleep finding happy 6 0,18561 sense work way times anxiety little medium_sense 7 0,21782 mood self low low_mood negative miserable constantly 8 0,19253 work na people na_na general feelings na_na_na 9 0,22248 life tired thinking little like self_hatred hatred 10 0,30622 happy calm optimistic cheerful joyful excited relaxed 11 0,37812 sad lonely tired depressed worried anxious hopeless 12 0,21167 time enemy medication life everything change satisfied 13 0,18742 sometimes fine darkness loneliness strong_sense go happiness 14 0,22208 energy motivation lack feeling lack_motivation lethargic low 15 0,21732 bored worrying feeling_like anxiety avoiding guilt away 16 0,19816 feel depressed focused people sleep light ahead 17 0,21071 past getting contact able physical moody_tired overeating 18 0,20745 normal side failure concerned wanting eating exhaustion 19 0,24841 feeling life things future sleeping one hope Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15597] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,54187 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,46569 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,50077 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,49204 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,52092 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15255 n ca_n ca sleep work n_sleep ca_n_sleep 1 0,17881 work friends failure sunshine strong strong_sense medium 2 0,19376 sadness anxiety anger depression light worthless enthusiastic 3 0,19693 miss numb depressed inside new despair dog 4 0,18123 little motivated bright phrase grey friends feel 5 0,17542 loss people anxious general worthless numb way 6 0,16336 sense thoughts negative medium_sense run frightened sleepy 7 0,20701 low self mood low_mood self_esteem esteem depression 8 0,16634 na na_na times moving na_na_na optomistic appreciative 9 0,19832 distracted lack_energy bad sluggish relaxed_active much occasionally 10 0,33931 happy calm optimistic content joyful cheerful relaxed 11 0,48878 sad tired depressed lonely worried anxious hopeless 12 0,18864 bit thoughts concerned sometimes_lonely mood_swings job panic 13 0,16734 worry feelings hopelessness stress getting enough others 14 0,22075 lack motivation energy sleep lack_motivation lacking appetite 15 0,19192 trying slightly get stay active keeping life 16 0,17829 feel bored things hard less finding_hard growing 17 0,17571 days enemy change support nights fun happy_family 18 0,18246 constantly worrying crying little feeling avoiding mindful 19 0,23202 feeling life future like time day go Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16815] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,51956 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,48691 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,46948 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,45507 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,41692 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13396 n ca_n ca sleep worthless n_sleep absolutely 1 0,1537 trying friends stay crying nothing talk feel 2 0,16896 time stress anxiety depression mild uncertain bored 3 0,17319 past get sleeping look home miss sadness 4 0,15831 phrase routine sometimes flat time keeping slightly 5 0,15861 loneliness low_upset despondent panic procrastination people_view distressed_unhappy 6 0,14755 sense negative normal unmotivated active strong medium_sense 7 0,20029 self low mood low_mood energy stressed self_esteem 8 0,14847 na na_na dark na_na_na self_hatred inside sleep 9 0,17243 bored numb unmotivated lazy days going sometimes 10 0,36477 happy life optimistic calm cheerful content excited 11 0,59624 sad tired depressed lonely worried anxious low 12 0,16301 hopelessness overthinking drained_energy apathy growing sad_angry despair 13 0,14875 little light bit change looking one half 14 0,21232 lack motivation energy lack_motivation sleep appetite lacking 15 0,16864 side work trying friends life sad_upset_tired lots 16 0,16803 bored joy hard well good_mood distracted life_pointless 17 0,14949 rejected buoyant internal overcome general busy getting 18 0,15995 moments people overwhelmed unhappiness overeating tiredness end 19 0,22468 feeling life day like sleeping wanting future Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16929] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,43467 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,38634 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,41114 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,43491 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,38915 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11686 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,13802 sometimes stay anger world people occupied sometimes_lonely 2 0,15523 sadness phrase sunshine sleepless thoughts occasional frustrated 3 0,15274 bored routine future contact working interest everyday 4 0,14125 enjoying friends grey grey_fat avoiding relaxed_active go 5 0,1377 side gloomy boring keep pressure health positives 6 0,12945 sense negative future strong life hopelessness strong_sense 7 0,19525 self stress self_hatred hatred often self_esteem normal 8 0,13993 na na_na na_na_na trying half glass sad_upset_tired 9 0,15308 energy annoyed alone_sad look see sleep avoid 10 0,37411 happy optimistic calm content life joyful cheerful 11 0,66395 sad tired depressed low lonely feeling worried 12 0,1447 bored existence relaxing dissatisfied debt physical lacking 13 0,14365 little day times sometimes yes bit time 14 0,20057 lack motivation sleep loss lack_motivation appetite mood 15 0,15048 work end life felt_happy fear contemplative desire 16 0,153 feelings emotional void guilt sadness_blue family_friends new 17 0,13607 depression mild general bad growing anxiety loneliness 18 0,14211 suicidal medication moody_tired hungry broken uncertainty thoughtful 19 0,21408 feeling life wanting sadness future like empty Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18533] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,38696 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,33942 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3762 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,36352 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,37432 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11099 n ca_n ca sleep get dog n_sleep 1 0,12961 sometimes often phrase sometimes_lonely kids occasionally hobbies 2 0,14472 anger uncertainty crying deep mild headed despondent 3 0,13597 change medication bit annoyed enemy sad_unhappy people_view 4 0,12809 ok na_na_na finding things finding_hard peace thoughts 5 0,12858 friends see light useless thoughtful energy grey_fat 6 0,1229 depression sense strong side people strong_sense medium_sense 7 0,18273 people trying constantly enough others focus day 8 0,13086 na na_na thinking uncertain half glass just 9 0,14059 inside looking existence general mixed pressure positives 10 0,38423 happy life optimistic calm content cheerful family 11 0,70411 sad tired lonely low depressed worried feeling 12 0,13697 loss lazy struggle way accepting enjoyment joy 13 0,13061 future hearted heavy past rejected edgy broken 14 0,1926 lack motivation lack_motivation appetite lacking tearful sleep 15 0,13413 end want news stay enjoying live outside 16 0,13334 little concerned unhappiness stress physical contemplative getting 17 0,12539 little sometimes growing fear depressed_times tired_exhausted despair 18 0,12542 trying hopelessness working overcome disturbed fed panic 19 0,19164 feeling life like wanting hope thinking alone Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19608] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,345 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,2984 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33074 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,29939 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,3381 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10258 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,12327 enemy okay loss future lots bored anxious 2 0,13352 bored light stress anxiety drained distracted tasks 3 0,12313 bit routine go tired_worried short grey general 4 0,11606 gloomy na_na na na_na_na side half just 5 0,11739 time life want little times days social 6 0,11537 sense friends active appetite joy strong_sense medium_sense 7 0,1638 bad enough wish contact leave cant point 8 0,11952 past tearful mood_swings walks mindset miss control 9 0,12555 lack anxiety composed na feelings just full 10 0,38118 happy calm optimistic cheerful content joyful relaxed 11 0,75109 sad tired low lonely depressed worried anxious 12 0,12834 depressed feeling stay struggling uninterested depression occupied 13 0,12491 way bright feel talkative upset_worried tired_exhausted edge 14 0,18423 trying keeping end unmotivated outside just dumps 15 0,12093 self_hatred loneliness inside hatred bored time overdose 16 0,12248 phrase focused poor thoughts panic occasionally present 17 0,11593 see sleepy slightly want_sleep inside grey emptiness 18 0,11973 coping flat mental moving growing sometimes_lonely frustrated 19 0,18161 feeling life day wanting hard focus sleeping Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20969] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,31546 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,35459 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,3543 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,30222 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,35084 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09646 n ca_n ca work sleep nothing alone 1 0,11798 sleeping fat crying grey_fat discouraged overthinking_stressed now 2 0,12126 past time general ahead lot thinking head 3 0,11286 isolated well occupied yes sad_hopeless_despair general miss 4 0,10729 na na_na na_na_na feeling_empty distracted sleepy medication 5 0,11737 time depressed low day drinking enemy panic 6 0,10933 sense strong strong_sense medium worthlessness still short 7 0,14822 feelings phrase times ok pain elated stress 8 0,11378 trying loss constant marks meditation managed_meditation_helps happy_couple_blips 9 0,11427 loss joy dog feeling_like shame miss constant 10 0,38273 happy calm optimistic cheerful joyful relaxed content 11 0,77246 sad tired feeling depressed lonely low worried 12 0,12605 hopelessness thoughts often anxiety thinking angry work 13 0,11625 lacking quiet questionable things_happy outlook isolated thinking 14 0,16695 often looking fine uninterested depression inside hollow 15 0,10984 trying medium_sense malaise worry anything apathy worried_optimistic_stressed 16 0,11393 getting anxiety unable run annoyed concentration unwanted 17 0,11125 bit full slightly half glass lacking useless 18 0,11012 new okay job behaviour bored relationship old 19 0,17164 wanting hard stay end bored hope hope_future Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22027] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32627 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,28029 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,31428 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,28553 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,28316 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09164 n ca_n ca feel n_sleep ca_n_sleep sleep 1 0,11285 work worse growing hard lot appetite body 2 0,11331 state energised balance change existing one mood 3 0,1114 worthless jovial sad_moody panic people extremely well 4 0,10259 depression na na_na na_na_na snappy thinking fresh 5 0,11581 looking alone_low peace thoughts distressed self light 6 0,10321 sense way day strong_sense medium_sense medium negative_thoughts 7 0,13845 cant see ugly numb people world day 8 0,1053 mood time mild bored able sleepless swings 9 0,10539 phrase thoughtful poor odd constantly getting distressed 10 0,38005 happy life optimistic calm cheerful joyful relaxed 11 0,80725 sad feeling tired depressed low lonely worried 12 0,11936 never enemy dull procrastination days weak emptiness 13 0,10775 go yes disturbed eat uneasy present frustration 14 0,14854 things past nothing grey tearful feeling go 15 0,10894 bit anger hearted overwhelmed_lonely fat worried_depressed getting 16 0,1082 end accepting keeping leave overcome times worry 17 0,10844 emotional loss interest hard half glass usual 18 0,10189 darkness social miss health well dog mindful 19 0,15582 new medication coping care steady feelings bothered Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22348] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,32168 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,26899 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,26481 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,24079 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,26615 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08995 n ca ca_n n_sleep sleep nothing depressed 1 0,10703 bright constant stress medication inside depressed_times kids 2 0,10708 motivated run cloud rejected edgy side angry 3 0,1075 get level odd_one odd yes apathetic edge 4 0,09927 na na_na phrase finding na_na_na finding_hard house 5 0,10752 end self_hatred hatred upset_tired negative much overeating 6 0,09862 negative thoughts sense mental strong_sense medium_sense medium 7 0,12634 fat better hard future stress grey struggle 8 0,09918 problems go annoyed view people_view frequently listless 9 0,09937 constantly worrying hard good_mood feeling_like days anger 10 0,38014 happy calm optimistic content cheerful joyful relaxed 11 0,83468 sad tired feeling depressed low lonely worried 12 0,11348 crying slightly alone_sad enemy nights positives active 13 0,10029 fun never moments concentrate unable control time 14 0,13492 day trying work melancholy light unhappiness moving 15 0,10417 people boring normal avoiding growing things_happy past 16 0,10348 hope bit hope_future dull way distracted peace 17 0,10515 depression just stay half glass existence frightened 18 0,10123 miss friends snappy hollow social bright_side lethargic 19 0,1462 grey_fat poor hobbies mindful grey social weak Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23002] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,26894 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,26687 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,23872 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,19206 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24227 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08918 n ca_n ca sleep bored people n_sleep 1 0,10496 feelings bleak one upbeat keeping using_innate_resilience resilience_remaining_buoyant 2 0,10249 leave dissatisfied happy_family bothered anger restless blue_upset_worried 3 0,10988 constantly past constant unhappiness fight dull frustrated 4 0,09513 na na_na phrase na_na_na slightly contemplative short 5 0,10216 stress see cant_see making okay control failure 6 0,09314 depression strong sense strong_sense medium_sense medium sleepless 7 0,11835 wanting go grey help gloomy thinking grey_fat 8 0,09679 ok optimistic_hopeful balance lots used inside dead 9 0,09664 one bright odd_one odd misery struggle emptiness 10 0,38114 happy calm optimistic life cheerful time family 11 0,834 sad feeling tired depressed low lonely anxious 12 0,1072 bit light change going depression strength joyful_smiling_bliss 13 0,09506 days enemy side gloomy day half glass 14 0,12484 normal esteem focus overwhelmed_lonely much rejected edgy 15 0,10017 problems overcome loathing people well meditation_helps_focus neutral_hopeful 16 0,09956 felt feeling_like worrying care social trying lot 17 0,10077 worthless growing medication past sadness composed brilliant 18 0,09609 often loss crying tasks missing feeling_hopeless suicide 19 0,13392 melancholy shame yes kids dark trying moments Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23123] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,17623 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,19888 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,20309 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,20969 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,16997 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08813 n ca_n ca hope miss nothing hope_future 1 0,0998 na_na_na worse mindful times days bit resigned 2 0,09845 end mild often stay slightly unhappy_worried coping 3 0,10115 talk past finding wanting_go finding_hard people_view people 4 0,09169 na phrase feeling na_na ugly worry quite_happy 5 0,09951 frustrated little clear procrastination self_loathing ok bored 6 0,09097 sense enemy strong_sense medium negative_thoughts now life_pointless 7 0,11221 unhappiness avoiding poor worrying miss pain friendly 8 0,09358 lonliness distracted much stay exercise light drained 9 0,0945 bad grey_fat able grey look behaviour feel_sad 10 0,37194 happy optimistic future family hopeful cheerful calm 11 0,83307 sad tired feeling lonely low depressed worried 12 0,10328 thinking see point half glass cant inside 13 0,09347 day medication unfocused feelings emotional willpower situations_feeling_flat 14 0,11484 just unenthusiastic keeping change family_friends overdose enjoy 15 0,09577 mood annoyed sleepy existence everyone much tiredness 16 0,09629 life active overwhelmed worthless wasting accepting people 17 0,09704 live state ready trying mental state_life happy_state_life 18 0,09196 afraid often understanding moments bored using_innate_resilience resilience 19 0,11917 depressed depression boring get cheerful_satisfied extreme depressed_times Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23821] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,23605 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,22114 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,15599 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,18843 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,18488 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08757 n ca ca_n routine hungry n_sleep ca_n_sleep 1 0,09314 void living normal slow lethargy healthy meditation 2 0,09078 wanting feelings go feeling_hopeless feel_sad hard just 3 0,09369 concentration worthless overwhelmed feel fresh energy innate 4 0,09219 na na_na getting na_na_na feeling_like worrying relaxing 5 0,09876 concerned change times loss hopeless_lost slightly mental 6 0,09147 sense way dark moments just apathy strong_sense 7 0,10802 interest things isolation tasks eat live behaviour 8 0,09135 phrase stay body sometimes overthinking relaxing_home others_getting_physical 9 0,09395 thinking nothing depression well mild tiredness want 10 0,36333 happy optimistic calm future content life cheerful 11 0,81457 sad feeling tired depressed low lonely worried 12 0,09566 yes thoughtful occasionally depressed_sad unsettled staying tired_energy 13 0,09235 flat past quiet edge times dead frustrated 14 0,10748 grey drained_energy grey_fat existence frightened fat heavy 15 0,08943 miss usual dog able motivated steady stay 16 0,09116 enemy medication days thinking half glass nights 17 0,09558 bit overwhelmed light distracted overeating stressed red 18 0,09179 hard friends overwhelmed_lonely lonely_lost general busy focus 19 0,10993 sometimes sometimes_lonely state growing felt_happy general frequently Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23391] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,21293 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,18627 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,19686 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,16369 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,19325 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08743 n ca_n ca sleep nothing n_sleep ca_n_sleep 1 0,09032 mood_swings wasting happy_friends moments bright unable family 2 0,09203 bored nothing eating yes constantly lonely_lost ready 3 0,08979 day world dark laughter people hopelessness worried_depressed 4 0,09058 na na_na grey na_na_na negative fat worse 5 0,09299 work things loneliness day internal burden inside 6 0,0864 sense side medium contact worthlessness inside lacking_energy 7 0,09826 sometimes trying failure sometimes_lonely exhaustion concentration often 8 0,0874 phrase past dog miserable angry odd_one much 9 0,09004 finding_hard go enemy change regretful lacking general 10 0,35505 happy calm cheerful optimistic content joyful relaxed 11 0,80717 sad feeling tired depressed lonely low worried 12 0,08921 depression want hope try cope wrong buoyant 13 0,08928 bit sad strong_sense life_pointless end red helpless 14 0,10404 feeling_like hard worried_optimistic stressed_blue optimistic_stressed_blue optimistic_stressed getting_physical 15 0,0888 looking living enjoying enthusiastic good_enough end outside 16 0,08935 numb generally empty half glass grey_fat present 17 0,08934 miss times distracted eat sleeplessness numb days 18 0,09148 run view uncertainty just dumps melancholy stable 19 0,10319 mild loss growing sleeping_much much rejected anxiety Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24194] Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,18736 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,18499 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,14815 Nov. 08, 2024 7:02:38 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,1555 Nov. 08, 2024 7:02:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20888 Nov. 08, 2024 7:02:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08649 n ca_n ca stress sleep work dog 1 0,08644 past thinking dissatisfied tearful distressed wasting get 2 0,09065 day emptiness feeling_like tearful focus get generally 3 0,08818 like work future hope phrase go self_hatred 4 0,08927 na na_na fat na_na_na hopelessness half grey_fat 5 0,08832 hungry steady happy_feel scared hobbies_enthusiastic balanced_neutral future_enthusiastic 6 0,08687 sense ok strong strong_sense medium_sense medium thoughts 7 0,09528 times sometimes yes time depressed_times constantly worry_lack 8 0,08451 way worse confused feeling_hopeless rejected anxious state 9 0,08529 change future feeling unable depression problems apathy 10 0,34868 happy life calm optimistic cheerful content relaxed 11 0,79132 sad tired depressed feeling low lonely worried 12 0,08732 one well feeling odd alone_sad edge home 13 0,08802 wanting focused looking taking bright_side side small 14 0,10037 looking felt_happy socializing panic ahead people friendly 15 0,08759 people accepting people_view care moments unable overwhelmed 16 0,08375 bit feelings news tiredness control feeling_flat caring 17 0,08975 miss thinking time okay mixed present emotional 18 0,08925 stress medication overcome ready gloomy time_energy energy_cant_bothered 19 0,09931 enthusiastic enemy lot mood helps good_mood heavy Nov. 08, 2024 7:02:39 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23755] Nov. 08, 2024 7:02:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,16708 Nov. 08, 2024 7:02:39 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10473 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,02962 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,95849 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,94262 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n energy ca_n ca active end miss 1 0,25 feeling fine lost sense constantly happy worrying 2 0,25 sadness future self sleeping hope anger loneliness 3 0,25 hopeless empty numb despair past well bleak 4 0,25 optimistic hopeful positive depression failure thoughts determined 5 0,25 lack excited joy stress eating interest distressed 6 0,25 little tired often emotional mood negative times 7 0,25 low sad stressed mood upset lethargic moody 8 0,25 life feeling feelings na point enjoyment na_na 9 0,25 feel depressed sad felt tired work suicidal 10 0,25 happy calm content cheerful relaxed joyful grateful 11 0,25 lonely sad anxious worried angry sad_lonely nervous 12 0,25 depressed trying worry anxiety lacking sleep tearful 13 0,25 just concerned bit frustrated overwhelmed light grey 14 0,25 good motivation blue irritable worthless low isolated 15 0,25 bored sometimes unmotivated day hard focus drained 16 0,25 family friends sleep gloomy want forward see 17 0,25 tired energy exhausted bright flat appetite side 18 0,25 alone sad worried wanting people one exhausted 19 0,25 feeling unhappy things like feeling_low sad_unhappy days Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94856 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,94081 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,8789 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,91303 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,91162 Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n ca_n ca miss lot get 1 0,25 fine feelings tired hopelessness okay cool struggling 2 0,25 sadness self future inside sleeping hope go 3 0,25 empty hopeless numb gloomy emotional despair despondent 4 0,25 optimistic hopeful active depression depressed determined focused 5 0,25 bored loss stress joy laughter overthinking state 6 0,25 little tired thoughts nothing sense negative constantly 7 0,25 low sad mood moody worried low_mood self 8 0,25 life feeling going bad na enthusiastic na_na 9 0,25 sad feel depressed tired felt upset unmotivated 10 0,25 happy calm content excited joyful positive cheerful 11 0,25 lonely sad anxious worried angry scared stressed 12 0,25 trying day anxiety depressed worry coping getting 13 0,25 just light grey point fat uninterested dumps 14 0,25 lack motivation blue low irritable good worthless 15 0,25 sometimes bored hard end focus yes social 16 0,25 family people friends want see strong cant 17 0,25 exhausted isolated upbeat frustrated concerned generally annoyed 18 0,25 alone time wanting hopeless one lost days 19 0,25 feeling energy unhappy like things pointless crying Nov. 08, 2024 7:02:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,90432 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,89679 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,86096 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,86644 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,8963 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca helpless miss useless 1 0,25 irritable thinking past blue dumps failure strong 2 0,25 sadness future stress hope inside anger loneliness 3 0,25 empty hopeless gloomy numb pointless despair despondent 4 0,25 optimistic hopeful determined active normal focused annoyed 5 0,25 good joy enjoyment phrase hobbies living ugly 6 0,25 little tired mood thoughts sense negative hopelessness 7 0,25 low self mood moody lethargic low_mood emotional 8 0,25 life feeling bright optimistic peaceful na enthusiastic 9 0,25 tired depressed sad felt upset exhausted agitated 10 0,25 happy calm content excited joyful cheerful relaxed 11 0,25 sad lonely anxious worried stressed tired angry 12 0,25 depressed trying worry day anxiety sleeping times 13 0,25 just end well overwhelmed much grey fat 14 0,25 lack motivation energy worthless low loss lack_motivation 15 0,25 bored sometimes work often hard routine yes 16 0,25 feel friends people sleep want see sleeping 17 0,25 sad unmotivated isolated miserable lost concerned drained 18 0,25 alone time wanting one go help hopeless 19 0,25 feeling unhappy things like depression energy feelings Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86412 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,84283 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,8992 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,83109 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,87141 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca miss useless focus 1 0,25 irritable thinking failure feeling past troubled strong 2 0,25 sadness blue stress suicidal hope anger loneliness 3 0,25 hopeless empty numb lost gloomy despair despondent 4 0,25 optimistic hopeful normal stay determined looking focused 5 0,25 good joy love phrase enough laughter happy_excited 6 0,25 little anxiety thoughts sense negative ok hopelessness 7 0,25 low self mood sad feeling lethargic low_mood 8 0,25 life going na point na_na living enjoying 9 0,25 depressed tired sad felt upset depressed_sad sad_upset 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 lonely sad worried anxious tired angry scared 12 0,25 time trying depressed day worry light times 13 0,25 pointless just well much weak annoyed struggle 14 0,25 energy lack motivation loss lacking lack_motivation worthless 15 0,25 bored sometimes unmotivated often work hard friends 16 0,25 feel people inside want see sleepy care 17 0,25 exhausted miserable drained sad frustrated concerned tired_exhausted 18 0,25 alone sleeping wanting isolated one go world 19 0,25 feeling future unhappy things like depression feelings Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86365 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,86807 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84188 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84866 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,86224 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 sleep n ca_n ca miss focus mild 1 0,25 irritable scared thinking miserable failure past troubled 2 0,25 sadness blue stress helpless anger loneliness hope 3 0,25 hopeless empty gloomy numb emotional overthinking despair 4 0,25 optimistic hopeful positive things determined stay enthusiastic 5 0,25 good mood joy lazy phrase living motivated 6 0,25 little strong sense feeling negative thoughts ok 7 0,25 low self upset mood sad often low_mood 8 0,25 life bright na na_na forward point na_na_na 9 0,25 depressed sad felt tired unmotivated going depressed_sad 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 sad lonely worried anxious tired angry stressed 12 0,25 depressed time day worry anxiety trying times 13 0,25 just pointless normal end well bad light 14 0,25 energy lack motivation tired worthless loss lacking 15 0,25 bored sometimes work friends hard routine problems 16 0,25 feel people want see cant ugly useless 17 0,25 exhausted tired constantly frustrated overwhelmed concerned worrying 18 0,25 alone wanting isolated one sleeping go much 19 0,25 feeling future unhappy like depression feelings crying Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08799] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,37073 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,53925 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54422 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,54948 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,51653 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20851 n ca ca_n sleeping annoyed medication n_sleep 1 0,23325 tired gloomy little sad hobbies neutral despondent 2 0,23578 sadness anxiety stress loneliness tearful anger fat 3 0,2576 hopeless worthless feelings despair often empty enthusiastic 4 0,22124 trying optimistic hopeful keeping things enjoying determined 5 0,22391 good people depression ok enough sadness living 6 0,21887 sense thinking strong bored confident negative hopelessness 7 0,24038 low self mood stressed low_mood sad self_esteem 8 0,22167 na na_na numb na_na_na social dumps anxious 9 0,2466 depressed felt sometimes sad tired depressed_sad new 10 0,28297 happy calm cheerful joyful relaxed content family 11 0,30951 sad lonely worried tired anxious exhausted upset 12 0,23519 depressed time day times days going yes 13 0,21768 end edge looking stay angry quiet constantly 14 0,2326 energy lack feeling motivation low sleep lacking 15 0,23264 bored failure work family routine see friends 16 0,21783 feel unmotivated well dark overthinking focus light 17 0,23686 go okay active afraid relationships void questionable 18 0,22533 alone isolated one wanting sad weak talk 19 0,26285 feeling life future like pointless things get Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13084] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,5407 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,4808 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,49316 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,53486 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,5352 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17515 n ca ca_n sleep isolated n_sleep ca_n_sleep 1 0,20878 wasting quiet odd_one odd black inside edge 2 0,21109 sadness alone worry blue phrase crying unable 3 0,23786 empty just numb stress afraid sometimes_lonely half 4 0,20574 day trying get going keeping fed moments 5 0,1987 depression loss control sadness sleep finding happy 6 0,18561 sense work way times anxiety little medium_sense 7 0,21782 mood self low low_mood negative miserable constantly 8 0,19253 work na people na_na general feelings na_na_na 9 0,22248 life tired thinking little like self_hatred hatred 10 0,30622 happy calm optimistic cheerful joyful excited relaxed 11 0,37812 sad lonely tired depressed worried anxious hopeless 12 0,21167 time enemy medication life everything change satisfied 13 0,18742 sometimes fine darkness loneliness strong_sense go happiness 14 0,22208 energy motivation lack feeling lack_motivation lethargic low 15 0,21732 bored worrying feeling_like anxiety avoiding guilt away 16 0,19816 feel depressed focused people sleep light ahead 17 0,21071 past getting contact able physical moody_tired overeating 18 0,20745 normal side failure concerned wanting eating exhaustion 19 0,24841 feeling life things future sleeping one hope Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15597] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,54187 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,46569 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,50077 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,49204 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,52092 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15255 n ca_n ca sleep work n_sleep ca_n_sleep 1 0,17881 work friends failure sunshine strong strong_sense medium 2 0,19376 sadness anxiety anger depression light worthless enthusiastic 3 0,19693 miss numb depressed inside new despair dog 4 0,18123 little motivated bright phrase grey friends feel 5 0,17542 loss people anxious general worthless numb way 6 0,16336 sense thoughts negative medium_sense run frightened sleepy 7 0,20701 low self mood low_mood self_esteem esteem depression 8 0,16634 na na_na times moving na_na_na optomistic appreciative 9 0,19832 distracted lack_energy bad sluggish relaxed_active much occasionally 10 0,33931 happy calm optimistic content joyful cheerful relaxed 11 0,48878 sad tired depressed lonely worried anxious hopeless 12 0,18864 bit thoughts concerned sometimes_lonely mood_swings job panic 13 0,16734 worry feelings hopelessness stress getting enough others 14 0,22075 lack motivation energy sleep lack_motivation lacking appetite 15 0,19192 trying slightly get stay active keeping life 16 0,17829 feel bored things hard less finding_hard growing 17 0,17571 days enemy change support nights fun happy_family 18 0,18246 constantly worrying crying little feeling avoiding mindful 19 0,23202 feeling life future like time day go Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16815] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,51956 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,48691 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,46948 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,45507 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,41692 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13396 n ca_n ca sleep worthless n_sleep absolutely 1 0,1537 trying friends stay crying nothing talk feel 2 0,16896 time stress anxiety depression mild uncertain bored 3 0,17319 past get sleeping look home miss sadness 4 0,15831 phrase routine sometimes flat time keeping slightly 5 0,15861 loneliness low_upset despondent panic procrastination people_view distressed_unhappy 6 0,14755 sense negative normal unmotivated active strong medium_sense 7 0,20029 self low mood low_mood energy stressed self_esteem 8 0,14847 na na_na dark na_na_na self_hatred inside sleep 9 0,17243 bored numb unmotivated lazy days going sometimes 10 0,36477 happy life optimistic calm cheerful content excited 11 0,59624 sad tired depressed lonely worried anxious low 12 0,16301 hopelessness overthinking drained_energy apathy growing sad_angry despair 13 0,14875 little light bit change looking one half 14 0,21232 lack motivation energy lack_motivation sleep appetite lacking 15 0,16864 side work trying friends life sad_upset_tired lots 16 0,16803 bored joy hard well good_mood distracted life_pointless 17 0,14949 rejected buoyant internal overcome general busy getting 18 0,15995 moments people overwhelmed unhappiness overeating tiredness end 19 0,22468 feeling life day like sleeping wanting future Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16929] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,43467 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,38634 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,41114 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,43491 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,38915 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11686 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,13802 sometimes stay anger world people occupied sometimes_lonely 2 0,15523 sadness phrase sunshine sleepless thoughts occasional frustrated 3 0,15274 bored routine future contact working interest everyday 4 0,14125 enjoying friends grey grey_fat avoiding relaxed_active go 5 0,1377 side gloomy boring keep pressure health positives 6 0,12945 sense negative future strong life hopelessness strong_sense 7 0,19525 self stress self_hatred hatred often self_esteem normal 8 0,13993 na na_na na_na_na trying half glass sad_upset_tired 9 0,15308 energy annoyed alone_sad look see sleep avoid 10 0,37411 happy optimistic calm content life joyful cheerful 11 0,66395 sad tired depressed low lonely feeling worried 12 0,1447 bored existence relaxing dissatisfied debt physical lacking 13 0,14365 little day times sometimes yes bit time 14 0,20057 lack motivation sleep loss lack_motivation appetite mood 15 0,15048 work end life felt_happy fear contemplative desire 16 0,153 feelings emotional void guilt sadness_blue family_friends new 17 0,13607 depression mild general bad growing anxiety loneliness 18 0,14211 suicidal medication moody_tired hungry broken uncertainty thoughtful 19 0,21408 feeling life wanting sadness future like empty Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18533] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,38696 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,33942 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3762 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,36352 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,37432 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11099 n ca_n ca sleep get dog n_sleep 1 0,12961 sometimes often phrase sometimes_lonely kids occasionally hobbies 2 0,14472 anger uncertainty crying deep mild headed despondent 3 0,13597 change medication bit annoyed enemy sad_unhappy people_view 4 0,12809 ok na_na_na finding things finding_hard peace thoughts 5 0,12858 friends see light useless thoughtful energy grey_fat 6 0,1229 depression sense strong side people strong_sense medium_sense 7 0,18273 people trying constantly enough others focus day 8 0,13086 na na_na thinking uncertain half glass just 9 0,14059 inside looking existence general mixed pressure positives 10 0,38423 happy life optimistic calm content cheerful family 11 0,70411 sad tired lonely low depressed worried feeling 12 0,13697 loss lazy struggle way accepting enjoyment joy 13 0,13061 future hearted heavy past rejected edgy broken 14 0,1926 lack motivation lack_motivation appetite lacking tearful sleep 15 0,13413 end want news stay enjoying live outside 16 0,13334 little concerned unhappiness stress physical contemplative getting 17 0,12539 little sometimes growing fear depressed_times tired_exhausted despair 18 0,12542 trying hopelessness working overcome disturbed fed panic 19 0,19164 feeling life like wanting hope thinking alone Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19608] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,345 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,2984 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33074 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,29939 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,3381 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10258 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,12327 enemy okay loss future lots bored anxious 2 0,13352 bored light stress anxiety drained distracted tasks 3 0,12313 bit routine go tired_worried short grey general 4 0,11606 gloomy na_na na na_na_na side half just 5 0,11739 time life want little times days social 6 0,11537 sense friends active appetite joy strong_sense medium_sense 7 0,1638 bad enough wish contact leave cant point 8 0,11952 past tearful mood_swings walks mindset miss control 9 0,12555 lack anxiety composed na feelings just full 10 0,38118 happy calm optimistic cheerful content joyful relaxed 11 0,75109 sad tired low lonely depressed worried anxious 12 0,12834 depressed feeling stay struggling uninterested depression occupied 13 0,12491 way bright feel talkative upset_worried tired_exhausted edge 14 0,18423 trying keeping end unmotivated outside just dumps 15 0,12093 self_hatred loneliness inside hatred bored time overdose 16 0,12248 phrase focused poor thoughts panic occasionally present 17 0,11593 see sleepy slightly want_sleep inside grey emptiness 18 0,11973 coping flat mental moving growing sometimes_lonely frustrated 19 0,18161 feeling life day wanting hard focus sleeping Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20969] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,31546 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,35459 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,3543 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,30222 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,35084 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09646 n ca_n ca work sleep nothing alone 1 0,11798 sleeping fat crying grey_fat discouraged overthinking_stressed now 2 0,12126 past time general ahead lot thinking head 3 0,11286 isolated well occupied yes sad_hopeless_despair general miss 4 0,10729 na na_na na_na_na feeling_empty distracted sleepy medication 5 0,11737 time depressed low day drinking enemy panic 6 0,10933 sense strong strong_sense medium worthlessness still short 7 0,14822 feelings phrase times ok pain elated stress 8 0,11378 trying loss constant marks meditation managed_meditation_helps happy_couple_blips 9 0,11427 loss joy dog feeling_like shame miss constant 10 0,38273 happy calm optimistic cheerful joyful relaxed content 11 0,77246 sad tired feeling depressed lonely low worried 12 0,12605 hopelessness thoughts often anxiety thinking angry work 13 0,11625 lacking quiet questionable things_happy outlook isolated thinking 14 0,16695 often looking fine uninterested depression inside hollow 15 0,10984 trying medium_sense malaise worry anything apathy worried_optimistic_stressed 16 0,11393 getting anxiety unable run annoyed concentration unwanted 17 0,11125 bit full slightly half glass lacking useless 18 0,11012 new okay job behaviour bored relationship old 19 0,17164 wanting hard stay end bored hope hope_future Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22027] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32627 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,28029 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,31428 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,28553 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,28316 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09164 n ca_n ca feel n_sleep ca_n_sleep sleep 1 0,11285 work worse growing hard lot appetite body 2 0,11331 state energised balance change existing one mood 3 0,1114 worthless jovial sad_moody panic people extremely well 4 0,10259 depression na na_na na_na_na snappy thinking fresh 5 0,11581 looking alone_low peace thoughts distressed self light 6 0,10321 sense way day strong_sense medium_sense medium negative_thoughts 7 0,13845 cant see ugly numb people world day 8 0,1053 mood time mild bored able sleepless swings 9 0,10539 phrase thoughtful poor odd constantly getting distressed 10 0,38005 happy life optimistic calm cheerful joyful relaxed 11 0,80725 sad feeling tired depressed low lonely worried 12 0,11936 never enemy dull procrastination days weak emptiness 13 0,10775 go yes disturbed eat uneasy present frustration 14 0,14854 things past nothing grey tearful feeling go 15 0,10894 bit anger hearted overwhelmed_lonely fat worried_depressed getting 16 0,1082 end accepting keeping leave overcome times worry 17 0,10844 emotional loss interest hard half glass usual 18 0,10189 darkness social miss health well dog mindful 19 0,15582 new medication coping care steady feelings bothered Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22348] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,32168 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,26899 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,26481 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,24079 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,26615 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08995 n ca ca_n n_sleep sleep nothing depressed 1 0,10703 bright constant stress medication inside depressed_times kids 2 0,10708 motivated run cloud rejected edgy side angry 3 0,1075 get level odd_one odd yes apathetic edge 4 0,09927 na na_na phrase finding na_na_na finding_hard house 5 0,10752 end self_hatred hatred upset_tired negative much overeating 6 0,09862 negative thoughts sense mental strong_sense medium_sense medium 7 0,12634 fat better hard future stress grey struggle 8 0,09918 problems go annoyed view people_view frequently listless 9 0,09937 constantly worrying hard good_mood feeling_like days anger 10 0,38014 happy calm optimistic content cheerful joyful relaxed 11 0,83468 sad tired feeling depressed low lonely worried 12 0,11348 crying slightly alone_sad enemy nights positives active 13 0,10029 fun never moments concentrate unable control time 14 0,13492 day trying work melancholy light unhappiness moving 15 0,10417 people boring normal avoiding growing things_happy past 16 0,10348 hope bit hope_future dull way distracted peace 17 0,10515 depression just stay half glass existence frightened 18 0,10123 miss friends snappy hollow social bright_side lethargic 19 0,1462 grey_fat poor hobbies mindful grey social weak Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23002] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,26894 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,26687 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,23872 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,19206 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24227 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08918 n ca_n ca sleep bored people n_sleep 1 0,10496 feelings bleak one upbeat keeping using_innate_resilience resilience_remaining_buoyant 2 0,10249 leave dissatisfied happy_family bothered anger restless blue_upset_worried 3 0,10988 constantly past constant unhappiness fight dull frustrated 4 0,09513 na na_na phrase na_na_na slightly contemplative short 5 0,10216 stress see cant_see making okay control failure 6 0,09314 depression strong sense strong_sense medium_sense medium sleepless 7 0,11835 wanting go grey help gloomy thinking grey_fat 8 0,09679 ok optimistic_hopeful balance lots used inside dead 9 0,09664 one bright odd_one odd misery struggle emptiness 10 0,38114 happy calm optimistic life cheerful time family 11 0,834 sad feeling tired depressed low lonely anxious 12 0,1072 bit light change going depression strength joyful_smiling_bliss 13 0,09506 days enemy side gloomy day half glass 14 0,12484 normal esteem focus overwhelmed_lonely much rejected edgy 15 0,10017 problems overcome loathing people well meditation_helps_focus neutral_hopeful 16 0,09956 felt feeling_like worrying care social trying lot 17 0,10077 worthless growing medication past sadness composed brilliant 18 0,09609 often loss crying tasks missing feeling_hopeless suicide 19 0,13392 melancholy shame yes kids dark trying moments Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23123] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,17623 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,19888 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,20309 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,20969 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,16997 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08813 n ca_n ca hope miss nothing hope_future 1 0,0998 na_na_na worse mindful times days bit resigned 2 0,09845 end mild often stay slightly unhappy_worried coping 3 0,10115 talk past finding wanting_go finding_hard people_view people 4 0,09169 na phrase feeling na_na ugly worry quite_happy 5 0,09951 frustrated little clear procrastination self_loathing ok bored 6 0,09097 sense enemy strong_sense medium negative_thoughts now life_pointless 7 0,11221 unhappiness avoiding poor worrying miss pain friendly 8 0,09358 lonliness distracted much stay exercise light drained 9 0,0945 bad grey_fat able grey look behaviour feel_sad 10 0,37194 happy optimistic future family hopeful cheerful calm 11 0,83307 sad tired feeling lonely low depressed worried 12 0,10328 thinking see point half glass cant inside 13 0,09347 day medication unfocused feelings emotional willpower situations_feeling_flat 14 0,11484 just unenthusiastic keeping change family_friends overdose enjoy 15 0,09577 mood annoyed sleepy existence everyone much tiredness 16 0,09629 life active overwhelmed worthless wasting accepting people 17 0,09704 live state ready trying mental state_life happy_state_life 18 0,09196 afraid often understanding moments bored using_innate_resilience resilience 19 0,11917 depressed depression boring get cheerful_satisfied extreme depressed_times Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23821] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,23605 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,22114 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,15599 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,18843 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,18488 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08757 n ca ca_n routine hungry n_sleep ca_n_sleep 1 0,09314 void living normal slow lethargy healthy meditation 2 0,09078 wanting feelings go feeling_hopeless feel_sad hard just 3 0,09369 concentration worthless overwhelmed feel fresh energy innate 4 0,09219 na na_na getting na_na_na feeling_like worrying relaxing 5 0,09876 concerned change times loss hopeless_lost slightly mental 6 0,09147 sense way dark moments just apathy strong_sense 7 0,10802 interest things isolation tasks eat live behaviour 8 0,09135 phrase stay body sometimes overthinking relaxing_home others_getting_physical 9 0,09395 thinking nothing depression well mild tiredness want 10 0,36333 happy optimistic calm future content life cheerful 11 0,81457 sad feeling tired depressed low lonely worried 12 0,09566 yes thoughtful occasionally depressed_sad unsettled staying tired_energy 13 0,09235 flat past quiet edge times dead frustrated 14 0,10748 grey drained_energy grey_fat existence frightened fat heavy 15 0,08943 miss usual dog able motivated steady stay 16 0,09116 enemy medication days thinking half glass nights 17 0,09558 bit overwhelmed light distracted overeating stressed red 18 0,09179 hard friends overwhelmed_lonely lonely_lost general busy focus 19 0,10993 sometimes sometimes_lonely state growing felt_happy general frequently Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23391] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,21293 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,18627 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,19686 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,16369 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,19325 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08743 n ca_n ca sleep nothing n_sleep ca_n_sleep 1 0,09032 mood_swings wasting happy_friends moments bright unable family 2 0,09203 bored nothing eating yes constantly lonely_lost ready 3 0,08979 day world dark laughter people hopelessness worried_depressed 4 0,09058 na na_na grey na_na_na negative fat worse 5 0,09299 work things loneliness day internal burden inside 6 0,0864 sense side medium contact worthlessness inside lacking_energy 7 0,09826 sometimes trying failure sometimes_lonely exhaustion concentration often 8 0,0874 phrase past dog miserable angry odd_one much 9 0,09004 finding_hard go enemy change regretful lacking general 10 0,35505 happy calm cheerful optimistic content joyful relaxed 11 0,80717 sad feeling tired depressed lonely low worried 12 0,08921 depression want hope try cope wrong buoyant 13 0,08928 bit sad strong_sense life_pointless end red helpless 14 0,10404 feeling_like hard worried_optimistic stressed_blue optimistic_stressed_blue optimistic_stressed getting_physical 15 0,0888 looking living enjoying enthusiastic good_enough end outside 16 0,08935 numb generally empty half glass grey_fat present 17 0,08934 miss times distracted eat sleeplessness numb days 18 0,09148 run view uncertainty just dumps melancholy stable 19 0,10319 mild loss growing sleeping_much much rejected anxiety Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24194] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,18736 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,18499 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,14815 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,1555 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20888 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08649 n ca_n ca stress sleep work dog 1 0,08644 past thinking dissatisfied tearful distressed wasting get 2 0,09065 day emptiness feeling_like tearful focus get generally 3 0,08818 like work future hope phrase go self_hatred 4 0,08927 na na_na fat na_na_na hopelessness half grey_fat 5 0,08832 hungry steady happy_feel scared hobbies_enthusiastic balanced_neutral future_enthusiastic 6 0,08687 sense ok strong strong_sense medium_sense medium thoughts 7 0,09528 times sometimes yes time depressed_times constantly worry_lack 8 0,08451 way worse confused feeling_hopeless rejected anxious state 9 0,08529 change future feeling unable depression problems apathy 10 0,34868 happy life calm optimistic cheerful content relaxed 11 0,79132 sad tired depressed feeling low lonely worried 12 0,08732 one well feeling odd alone_sad edge home 13 0,08802 wanting focused looking taking bright_side side small 14 0,10037 looking felt_happy socializing panic ahead people friendly 15 0,08759 people accepting people_view care moments unable overwhelmed 16 0,08375 bit feelings news tiredness control feeling_flat caring 17 0,08975 miss thinking time okay mixed present emotional 18 0,08925 stress medication overcome ready gloomy time_energy energy_cant_bothered 19 0,09931 enthusiastic enemy lot mood helps good_mood heavy Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23755] Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,16708 Nov. 08, 2024 7:02:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_123/preds.rds" [1] "Predictions are saved in./results/seed_123/preds.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10473 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,02962 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,95849 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,94262 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n energy ca_n ca active end miss 1 0,25 feeling fine lost sense constantly happy worrying 2 0,25 sadness future self sleeping hope anger loneliness 3 0,25 hopeless empty numb despair past well bleak 4 0,25 optimistic hopeful positive depression failure thoughts determined 5 0,25 lack excited joy stress eating interest distressed 6 0,25 little tired often emotional mood negative times 7 0,25 low sad stressed mood upset lethargic moody 8 0,25 life feeling feelings na point enjoyment na_na 9 0,25 feel depressed sad felt tired work suicidal 10 0,25 happy calm content cheerful relaxed joyful grateful 11 0,25 lonely sad anxious worried angry sad_lonely nervous 12 0,25 depressed trying worry anxiety lacking sleep tearful 13 0,25 just concerned bit frustrated overwhelmed light grey 14 0,25 good motivation blue irritable worthless low isolated 15 0,25 bored sometimes unmotivated day hard focus drained 16 0,25 family friends sleep gloomy want forward see 17 0,25 tired energy exhausted bright flat appetite side 18 0,25 alone sad worried wanting people one exhausted 19 0,25 feeling unhappy things like feeling_low sad_unhappy days Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94856 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,94081 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,8789 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,91303 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,91162 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n ca_n ca miss lot get 1 0,25 fine feelings tired hopelessness okay cool struggling 2 0,25 sadness self future inside sleeping hope go 3 0,25 empty hopeless numb gloomy emotional despair despondent 4 0,25 optimistic hopeful active depression depressed determined focused 5 0,25 bored loss stress joy laughter overthinking state 6 0,25 little tired thoughts nothing sense negative constantly 7 0,25 low sad mood moody worried low_mood self 8 0,25 life feeling going bad na enthusiastic na_na 9 0,25 sad feel depressed tired felt upset unmotivated 10 0,25 happy calm content excited joyful positive cheerful 11 0,25 lonely sad anxious worried angry scared stressed 12 0,25 trying day anxiety depressed worry coping getting 13 0,25 just light grey point fat uninterested dumps 14 0,25 lack motivation blue low irritable good worthless 15 0,25 sometimes bored hard end focus yes social 16 0,25 family people friends want see strong cant 17 0,25 exhausted isolated upbeat frustrated concerned generally annoyed 18 0,25 alone time wanting hopeless one lost days 19 0,25 feeling energy unhappy like things pointless crying Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,90432 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,89679 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,86096 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,86644 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,8963 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca helpless miss useless 1 0,25 irritable thinking past blue dumps failure strong 2 0,25 sadness future stress hope inside anger loneliness 3 0,25 empty hopeless gloomy numb pointless despair despondent 4 0,25 optimistic hopeful determined active normal focused annoyed 5 0,25 good joy enjoyment phrase hobbies living ugly 6 0,25 little tired mood thoughts sense negative hopelessness 7 0,25 low self mood moody lethargic low_mood emotional 8 0,25 life feeling bright optimistic peaceful na enthusiastic 9 0,25 tired depressed sad felt upset exhausted agitated 10 0,25 happy calm content excited joyful cheerful relaxed 11 0,25 sad lonely anxious worried stressed tired angry 12 0,25 depressed trying worry day anxiety sleeping times 13 0,25 just end well overwhelmed much grey fat 14 0,25 lack motivation energy worthless low loss lack_motivation 15 0,25 bored sometimes work often hard routine yes 16 0,25 feel friends people sleep want see sleeping 17 0,25 sad unmotivated isolated miserable lost concerned drained 18 0,25 alone time wanting one go help hopeless 19 0,25 feeling unhappy things like depression energy feelings Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86412 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,84283 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,8992 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,83109 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,87141 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca miss useless focus 1 0,25 irritable thinking failure feeling past troubled strong 2 0,25 sadness blue stress suicidal hope anger loneliness 3 0,25 hopeless empty numb lost gloomy despair despondent 4 0,25 optimistic hopeful normal stay determined looking focused 5 0,25 good joy love phrase enough laughter happy_excited 6 0,25 little anxiety thoughts sense negative ok hopelessness 7 0,25 low self mood sad feeling lethargic low_mood 8 0,25 life going na point na_na living enjoying 9 0,25 depressed tired sad felt upset depressed_sad sad_upset 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 lonely sad worried anxious tired angry scared 12 0,25 time trying depressed day worry light times 13 0,25 pointless just well much weak annoyed struggle 14 0,25 energy lack motivation loss lacking lack_motivation worthless 15 0,25 bored sometimes unmotivated often work hard friends 16 0,25 feel people inside want see sleepy care 17 0,25 exhausted miserable drained sad frustrated concerned tired_exhausted 18 0,25 alone sleeping wanting isolated one go world 19 0,25 feeling future unhappy things like depression feelings Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86365 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,86807 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84188 Nov. 08, 2024 7:03:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84866 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,86224 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 sleep n ca_n ca miss focus mild 1 0,25 irritable scared thinking miserable failure past troubled 2 0,25 sadness blue stress helpless anger loneliness hope 3 0,25 hopeless empty gloomy numb emotional overthinking despair 4 0,25 optimistic hopeful positive things determined stay enthusiastic 5 0,25 good mood joy lazy phrase living motivated 6 0,25 little strong sense feeling negative thoughts ok 7 0,25 low self upset mood sad often low_mood 8 0,25 life bright na na_na forward point na_na_na 9 0,25 depressed sad felt tired unmotivated going depressed_sad 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 sad lonely worried anxious tired angry stressed 12 0,25 depressed time day worry anxiety trying times 13 0,25 just pointless normal end well bad light 14 0,25 energy lack motivation tired worthless loss lacking 15 0,25 bored sometimes work friends hard routine problems 16 0,25 feel people want see cant ugly useless 17 0,25 exhausted tired constantly frustrated overwhelmed concerned worrying 18 0,25 alone wanting isolated one sleeping go much 19 0,25 feeling future unhappy like depression feelings crying Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08799] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,37073 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,53925 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54422 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,54948 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,51653 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20851 n ca ca_n sleeping annoyed medication n_sleep 1 0,23325 tired gloomy little sad hobbies neutral despondent 2 0,23578 sadness anxiety stress loneliness tearful anger fat 3 0,2576 hopeless worthless feelings despair often empty enthusiastic 4 0,22124 trying optimistic hopeful keeping things enjoying determined 5 0,22391 good people depression ok enough sadness living 6 0,21887 sense thinking strong bored confident negative hopelessness 7 0,24038 low self mood stressed low_mood sad self_esteem 8 0,22167 na na_na numb na_na_na social dumps anxious 9 0,2466 depressed felt sometimes sad tired depressed_sad new 10 0,28297 happy calm cheerful joyful relaxed content family 11 0,30951 sad lonely worried tired anxious exhausted upset 12 0,23519 depressed time day times days going yes 13 0,21768 end edge looking stay angry quiet constantly 14 0,2326 energy lack feeling motivation low sleep lacking 15 0,23264 bored failure work family routine see friends 16 0,21783 feel unmotivated well dark overthinking focus light 17 0,23686 go okay active afraid relationships void questionable 18 0,22533 alone isolated one wanting sad weak talk 19 0,26285 feeling life future like pointless things get Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13084] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,5407 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,4808 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,49316 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,53486 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,5352 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17515 n ca ca_n sleep isolated n_sleep ca_n_sleep 1 0,20878 wasting quiet odd_one odd black inside edge 2 0,21109 sadness alone worry blue phrase crying unable 3 0,23786 empty just numb stress afraid sometimes_lonely half 4 0,20574 day trying get going keeping fed moments 5 0,1987 depression loss control sadness sleep finding happy 6 0,18561 sense work way times anxiety little medium_sense 7 0,21782 mood self low low_mood negative miserable constantly 8 0,19253 work na people na_na general feelings na_na_na 9 0,22248 life tired thinking little like self_hatred hatred 10 0,30622 happy calm optimistic cheerful joyful excited relaxed 11 0,37812 sad lonely tired depressed worried anxious hopeless 12 0,21167 time enemy medication life everything change satisfied 13 0,18742 sometimes fine darkness loneliness strong_sense go happiness 14 0,22208 energy motivation lack feeling lack_motivation lethargic low 15 0,21732 bored worrying feeling_like anxiety avoiding guilt away 16 0,19816 feel depressed focused people sleep light ahead 17 0,21071 past getting contact able physical moody_tired overeating 18 0,20745 normal side failure concerned wanting eating exhaustion 19 0,24841 feeling life things future sleeping one hope Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15597] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,54187 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,46569 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,50077 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,49204 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,52092 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15255 n ca_n ca sleep work n_sleep ca_n_sleep 1 0,17881 work friends failure sunshine strong strong_sense medium 2 0,19376 sadness anxiety anger depression light worthless enthusiastic 3 0,19693 miss numb depressed inside new despair dog 4 0,18123 little motivated bright phrase grey friends feel 5 0,17542 loss people anxious general worthless numb way 6 0,16336 sense thoughts negative medium_sense run frightened sleepy 7 0,20701 low self mood low_mood self_esteem esteem depression 8 0,16634 na na_na times moving na_na_na optomistic appreciative 9 0,19832 distracted lack_energy bad sluggish relaxed_active much occasionally 10 0,33931 happy calm optimistic content joyful cheerful relaxed 11 0,48878 sad tired depressed lonely worried anxious hopeless 12 0,18864 bit thoughts concerned sometimes_lonely mood_swings job panic 13 0,16734 worry feelings hopelessness stress getting enough others 14 0,22075 lack motivation energy sleep lack_motivation lacking appetite 15 0,19192 trying slightly get stay active keeping life 16 0,17829 feel bored things hard less finding_hard growing 17 0,17571 days enemy change support nights fun happy_family 18 0,18246 constantly worrying crying little feeling avoiding mindful 19 0,23202 feeling life future like time day go Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16815] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,51956 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,48691 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,46948 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,45507 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,41692 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13396 n ca_n ca sleep worthless n_sleep absolutely 1 0,1537 trying friends stay crying nothing talk feel 2 0,16896 time stress anxiety depression mild uncertain bored 3 0,17319 past get sleeping look home miss sadness 4 0,15831 phrase routine sometimes flat time keeping slightly 5 0,15861 loneliness low_upset despondent panic procrastination people_view distressed_unhappy 6 0,14755 sense negative normal unmotivated active strong medium_sense 7 0,20029 self low mood low_mood energy stressed self_esteem 8 0,14847 na na_na dark na_na_na self_hatred inside sleep 9 0,17243 bored numb unmotivated lazy days going sometimes 10 0,36477 happy life optimistic calm cheerful content excited 11 0,59624 sad tired depressed lonely worried anxious low 12 0,16301 hopelessness overthinking drained_energy apathy growing sad_angry despair 13 0,14875 little light bit change looking one half 14 0,21232 lack motivation energy lack_motivation sleep appetite lacking 15 0,16864 side work trying friends life sad_upset_tired lots 16 0,16803 bored joy hard well good_mood distracted life_pointless 17 0,14949 rejected buoyant internal overcome general busy getting 18 0,15995 moments people overwhelmed unhappiness overeating tiredness end 19 0,22468 feeling life day like sleeping wanting future Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16929] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,43467 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,38634 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,41114 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,43491 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,38915 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11686 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,13802 sometimes stay anger world people occupied sometimes_lonely 2 0,15523 sadness phrase sunshine sleepless thoughts occasional frustrated 3 0,15274 bored routine future contact working interest everyday 4 0,14125 enjoying friends grey grey_fat avoiding relaxed_active go 5 0,1377 side gloomy boring keep pressure health positives 6 0,12945 sense negative future strong life hopelessness strong_sense 7 0,19525 self stress self_hatred hatred often self_esteem normal 8 0,13993 na na_na na_na_na trying half glass sad_upset_tired 9 0,15308 energy annoyed alone_sad look see sleep avoid 10 0,37411 happy optimistic calm content life joyful cheerful 11 0,66395 sad tired depressed low lonely feeling worried 12 0,1447 bored existence relaxing dissatisfied debt physical lacking 13 0,14365 little day times sometimes yes bit time 14 0,20057 lack motivation sleep loss lack_motivation appetite mood 15 0,15048 work end life felt_happy fear contemplative desire 16 0,153 feelings emotional void guilt sadness_blue family_friends new 17 0,13607 depression mild general bad growing anxiety loneliness 18 0,14211 suicidal medication moody_tired hungry broken uncertainty thoughtful 19 0,21408 feeling life wanting sadness future like empty Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18533] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,38696 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,33942 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3762 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,36352 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,37432 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11099 n ca_n ca sleep get dog n_sleep 1 0,12961 sometimes often phrase sometimes_lonely kids occasionally hobbies 2 0,14472 anger uncertainty crying deep mild headed despondent 3 0,13597 change medication bit annoyed enemy sad_unhappy people_view 4 0,12809 ok na_na_na finding things finding_hard peace thoughts 5 0,12858 friends see light useless thoughtful energy grey_fat 6 0,1229 depression sense strong side people strong_sense medium_sense 7 0,18273 people trying constantly enough others focus day 8 0,13086 na na_na thinking uncertain half glass just 9 0,14059 inside looking existence general mixed pressure positives 10 0,38423 happy life optimistic calm content cheerful family 11 0,70411 sad tired lonely low depressed worried feeling 12 0,13697 loss lazy struggle way accepting enjoyment joy 13 0,13061 future hearted heavy past rejected edgy broken 14 0,1926 lack motivation lack_motivation appetite lacking tearful sleep 15 0,13413 end want news stay enjoying live outside 16 0,13334 little concerned unhappiness stress physical contemplative getting 17 0,12539 little sometimes growing fear depressed_times tired_exhausted despair 18 0,12542 trying hopelessness working overcome disturbed fed panic 19 0,19164 feeling life like wanting hope thinking alone Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19608] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,345 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,2984 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33074 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,29939 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,3381 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10258 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,12327 enemy okay loss future lots bored anxious 2 0,13352 bored light stress anxiety drained distracted tasks 3 0,12313 bit routine go tired_worried short grey general 4 0,11606 gloomy na_na na na_na_na side half just 5 0,11739 time life want little times days social 6 0,11537 sense friends active appetite joy strong_sense medium_sense 7 0,1638 bad enough wish contact leave cant point 8 0,11952 past tearful mood_swings walks mindset miss control 9 0,12555 lack anxiety composed na feelings just full 10 0,38118 happy calm optimistic cheerful content joyful relaxed 11 0,75109 sad tired low lonely depressed worried anxious 12 0,12834 depressed feeling stay struggling uninterested depression occupied 13 0,12491 way bright feel talkative upset_worried tired_exhausted edge 14 0,18423 trying keeping end unmotivated outside just dumps 15 0,12093 self_hatred loneliness inside hatred bored time overdose 16 0,12248 phrase focused poor thoughts panic occasionally present 17 0,11593 see sleepy slightly want_sleep inside grey emptiness 18 0,11973 coping flat mental moving growing sometimes_lonely frustrated 19 0,18161 feeling life day wanting hard focus sleeping Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20969] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,31546 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,35459 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,3543 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,30222 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,35084 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09646 n ca_n ca work sleep nothing alone 1 0,11798 sleeping fat crying grey_fat discouraged overthinking_stressed now 2 0,12126 past time general ahead lot thinking head 3 0,11286 isolated well occupied yes sad_hopeless_despair general miss 4 0,10729 na na_na na_na_na feeling_empty distracted sleepy medication 5 0,11737 time depressed low day drinking enemy panic 6 0,10933 sense strong strong_sense medium worthlessness still short 7 0,14822 feelings phrase times ok pain elated stress 8 0,11378 trying loss constant marks meditation managed_meditation_helps happy_couple_blips 9 0,11427 loss joy dog feeling_like shame miss constant 10 0,38273 happy calm optimistic cheerful joyful relaxed content 11 0,77246 sad tired feeling depressed lonely low worried 12 0,12605 hopelessness thoughts often anxiety thinking angry work 13 0,11625 lacking quiet questionable things_happy outlook isolated thinking 14 0,16695 often looking fine uninterested depression inside hollow 15 0,10984 trying medium_sense malaise worry anything apathy worried_optimistic_stressed 16 0,11393 getting anxiety unable run annoyed concentration unwanted 17 0,11125 bit full slightly half glass lacking useless 18 0,11012 new okay job behaviour bored relationship old 19 0,17164 wanting hard stay end bored hope hope_future Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22027] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32627 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,28029 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,31428 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,28553 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,28316 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09164 n ca_n ca feel n_sleep ca_n_sleep sleep 1 0,11285 work worse growing hard lot appetite body 2 0,11331 state energised balance change existing one mood 3 0,1114 worthless jovial sad_moody panic people extremely well 4 0,10259 depression na na_na na_na_na snappy thinking fresh 5 0,11581 looking alone_low peace thoughts distressed self light 6 0,10321 sense way day strong_sense medium_sense medium negative_thoughts 7 0,13845 cant see ugly numb people world day 8 0,1053 mood time mild bored able sleepless swings 9 0,10539 phrase thoughtful poor odd constantly getting distressed 10 0,38005 happy life optimistic calm cheerful joyful relaxed 11 0,80725 sad feeling tired depressed low lonely worried 12 0,11936 never enemy dull procrastination days weak emptiness 13 0,10775 go yes disturbed eat uneasy present frustration 14 0,14854 things past nothing grey tearful feeling go 15 0,10894 bit anger hearted overwhelmed_lonely fat worried_depressed getting 16 0,1082 end accepting keeping leave overcome times worry 17 0,10844 emotional loss interest hard half glass usual 18 0,10189 darkness social miss health well dog mindful 19 0,15582 new medication coping care steady feelings bothered Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22348] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,32168 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,26899 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,26481 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,24079 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,26615 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08995 n ca ca_n n_sleep sleep nothing depressed 1 0,10703 bright constant stress medication inside depressed_times kids 2 0,10708 motivated run cloud rejected edgy side angry 3 0,1075 get level odd_one odd yes apathetic edge 4 0,09927 na na_na phrase finding na_na_na finding_hard house 5 0,10752 end self_hatred hatred upset_tired negative much overeating 6 0,09862 negative thoughts sense mental strong_sense medium_sense medium 7 0,12634 fat better hard future stress grey struggle 8 0,09918 problems go annoyed view people_view frequently listless 9 0,09937 constantly worrying hard good_mood feeling_like days anger 10 0,38014 happy calm optimistic content cheerful joyful relaxed 11 0,83468 sad tired feeling depressed low lonely worried 12 0,11348 crying slightly alone_sad enemy nights positives active 13 0,10029 fun never moments concentrate unable control time 14 0,13492 day trying work melancholy light unhappiness moving 15 0,10417 people boring normal avoiding growing things_happy past 16 0,10348 hope bit hope_future dull way distracted peace 17 0,10515 depression just stay half glass existence frightened 18 0,10123 miss friends snappy hollow social bright_side lethargic 19 0,1462 grey_fat poor hobbies mindful grey social weak Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23002] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,26894 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,26687 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,23872 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,19206 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24227 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08918 n ca_n ca sleep bored people n_sleep 1 0,10496 feelings bleak one upbeat keeping using_innate_resilience resilience_remaining_buoyant 2 0,10249 leave dissatisfied happy_family bothered anger restless blue_upset_worried 3 0,10988 constantly past constant unhappiness fight dull frustrated 4 0,09513 na na_na phrase na_na_na slightly contemplative short 5 0,10216 stress see cant_see making okay control failure 6 0,09314 depression strong sense strong_sense medium_sense medium sleepless 7 0,11835 wanting go grey help gloomy thinking grey_fat 8 0,09679 ok optimistic_hopeful balance lots used inside dead 9 0,09664 one bright odd_one odd misery struggle emptiness 10 0,38114 happy calm optimistic life cheerful time family 11 0,834 sad feeling tired depressed low lonely anxious 12 0,1072 bit light change going depression strength joyful_smiling_bliss 13 0,09506 days enemy side gloomy day half glass 14 0,12484 normal esteem focus overwhelmed_lonely much rejected edgy 15 0,10017 problems overcome loathing people well meditation_helps_focus neutral_hopeful 16 0,09956 felt feeling_like worrying care social trying lot 17 0,10077 worthless growing medication past sadness composed brilliant 18 0,09609 often loss crying tasks missing feeling_hopeless suicide 19 0,13392 melancholy shame yes kids dark trying moments Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23123] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,17623 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,19888 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,20309 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,20969 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,16997 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08813 n ca_n ca hope miss nothing hope_future 1 0,0998 na_na_na worse mindful times days bit resigned 2 0,09845 end mild often stay slightly unhappy_worried coping 3 0,10115 talk past finding wanting_go finding_hard people_view people 4 0,09169 na phrase feeling na_na ugly worry quite_happy 5 0,09951 frustrated little clear procrastination self_loathing ok bored 6 0,09097 sense enemy strong_sense medium negative_thoughts now life_pointless 7 0,11221 unhappiness avoiding poor worrying miss pain friendly 8 0,09358 lonliness distracted much stay exercise light drained 9 0,0945 bad grey_fat able grey look behaviour feel_sad 10 0,37194 happy optimistic future family hopeful cheerful calm 11 0,83307 sad tired feeling lonely low depressed worried 12 0,10328 thinking see point half glass cant inside 13 0,09347 day medication unfocused feelings emotional willpower situations_feeling_flat 14 0,11484 just unenthusiastic keeping change family_friends overdose enjoy 15 0,09577 mood annoyed sleepy existence everyone much tiredness 16 0,09629 life active overwhelmed worthless wasting accepting people 17 0,09704 live state ready trying mental state_life happy_state_life 18 0,09196 afraid often understanding moments bored using_innate_resilience resilience 19 0,11917 depressed depression boring get cheerful_satisfied extreme depressed_times Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23821] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,23605 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,22114 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,15599 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,18843 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,18488 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08757 n ca ca_n routine hungry n_sleep ca_n_sleep 1 0,09314 void living normal slow lethargy healthy meditation 2 0,09078 wanting feelings go feeling_hopeless feel_sad hard just 3 0,09369 concentration worthless overwhelmed feel fresh energy innate 4 0,09219 na na_na getting na_na_na feeling_like worrying relaxing 5 0,09876 concerned change times loss hopeless_lost slightly mental 6 0,09147 sense way dark moments just apathy strong_sense 7 0,10802 interest things isolation tasks eat live behaviour 8 0,09135 phrase stay body sometimes overthinking relaxing_home others_getting_physical 9 0,09395 thinking nothing depression well mild tiredness want 10 0,36333 happy optimistic calm future content life cheerful 11 0,81457 sad feeling tired depressed low lonely worried 12 0,09566 yes thoughtful occasionally depressed_sad unsettled staying tired_energy 13 0,09235 flat past quiet edge times dead frustrated 14 0,10748 grey drained_energy grey_fat existence frightened fat heavy 15 0,08943 miss usual dog able motivated steady stay 16 0,09116 enemy medication days thinking half glass nights 17 0,09558 bit overwhelmed light distracted overeating stressed red 18 0,09179 hard friends overwhelmed_lonely lonely_lost general busy focus 19 0,10993 sometimes sometimes_lonely state growing felt_happy general frequently Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23391] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,21293 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,18627 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,19686 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,16369 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,19325 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08743 n ca_n ca sleep nothing n_sleep ca_n_sleep 1 0,09032 mood_swings wasting happy_friends moments bright unable family 2 0,09203 bored nothing eating yes constantly lonely_lost ready 3 0,08979 day world dark laughter people hopelessness worried_depressed 4 0,09058 na na_na grey na_na_na negative fat worse 5 0,09299 work things loneliness day internal burden inside 6 0,0864 sense side medium contact worthlessness inside lacking_energy 7 0,09826 sometimes trying failure sometimes_lonely exhaustion concentration often 8 0,0874 phrase past dog miserable angry odd_one much 9 0,09004 finding_hard go enemy change regretful lacking general 10 0,35505 happy calm cheerful optimistic content joyful relaxed 11 0,80717 sad feeling tired depressed lonely low worried 12 0,08921 depression want hope try cope wrong buoyant 13 0,08928 bit sad strong_sense life_pointless end red helpless 14 0,10404 feeling_like hard worried_optimistic stressed_blue optimistic_stressed_blue optimistic_stressed getting_physical 15 0,0888 looking living enjoying enthusiastic good_enough end outside 16 0,08935 numb generally empty half glass grey_fat present 17 0,08934 miss times distracted eat sleeplessness numb days 18 0,09148 run view uncertainty just dumps melancholy stable 19 0,10319 mild loss growing sleeping_much much rejected anxiety Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24194] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,18736 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,18499 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,14815 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,1555 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20888 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08649 n ca_n ca stress sleep work dog 1 0,08644 past thinking dissatisfied tearful distressed wasting get 2 0,09065 day emptiness feeling_like tearful focus get generally 3 0,08818 like work future hope phrase go self_hatred 4 0,08927 na na_na fat na_na_na hopelessness half grey_fat 5 0,08832 hungry steady happy_feel scared hobbies_enthusiastic balanced_neutral future_enthusiastic 6 0,08687 sense ok strong strong_sense medium_sense medium thoughts 7 0,09528 times sometimes yes time depressed_times constantly worry_lack 8 0,08451 way worse confused feeling_hopeless rejected anxious state 9 0,08529 change future feeling unable depression problems apathy 10 0,34868 happy life calm optimistic cheerful content relaxed 11 0,79132 sad tired depressed feeling low lonely worried 12 0,08732 one well feeling odd alone_sad edge home 13 0,08802 wanting focused looking taking bright_side side small 14 0,10037 looking felt_happy socializing panic ahead people friendly 15 0,08759 people accepting people_view care moments unable overwhelmed 16 0,08375 bit feelings news tiredness control feeling_flat caring 17 0,08975 miss thinking time okay mixed present emotional 18 0,08925 stress medication overcome ready gloomy time_energy energy_cant_bothered 19 0,09931 enthusiastic enemy lot mood helps good_mood heavy Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23755] Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,16708 Nov. 08, 2024 7:03:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 48 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 9017 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -11,10473 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,02962 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -10,95849 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -10,94262 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n energy ca_n ca active end miss 1 0,25 feeling fine lost sense constantly happy worrying 2 0,25 sadness future self sleeping hope anger loneliness 3 0,25 hopeless empty numb despair past well bleak 4 0,25 optimistic hopeful positive depression failure thoughts determined 5 0,25 lack excited joy stress eating interest distressed 6 0,25 little tired often emotional mood negative times 7 0,25 low sad stressed mood upset lethargic moody 8 0,25 life feeling feelings na point enjoyment na_na 9 0,25 feel depressed sad felt tired work suicidal 10 0,25 happy calm content cheerful relaxed joyful grateful 11 0,25 lonely sad anxious worried angry sad_lonely nervous 12 0,25 depressed trying worry anxiety lacking sleep tearful 13 0,25 just concerned bit frustrated overwhelmed light grey 14 0,25 good motivation blue irritable worthless low isolated 15 0,25 bored sometimes unmotivated day hard focus drained 16 0,25 family friends sleep gloomy want forward see 17 0,25 tired energy exhausted bright flat appetite side 18 0,25 alone sad worried wanting people one exhausted 19 0,25 feeling unhappy things like feeling_low sad_unhappy days Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -10,94856 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -10,94081 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -10,8789 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -10,91303 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -10,91162 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 work n ca_n ca miss lot get 1 0,25 fine feelings tired hopelessness okay cool struggling 2 0,25 sadness self future inside sleeping hope go 3 0,25 empty hopeless numb gloomy emotional despair despondent 4 0,25 optimistic hopeful active depression depressed determined focused 5 0,25 bored loss stress joy laughter overthinking state 6 0,25 little tired thoughts nothing sense negative constantly 7 0,25 low sad mood moody worried low_mood self 8 0,25 life feeling going bad na enthusiastic na_na 9 0,25 sad feel depressed tired felt upset unmotivated 10 0,25 happy calm content excited joyful positive cheerful 11 0,25 lonely sad anxious worried angry scared stressed 12 0,25 trying day anxiety depressed worry coping getting 13 0,25 just light grey point fat uninterested dumps 14 0,25 lack motivation blue low irritable good worthless 15 0,25 sometimes bored hard end focus yes social 16 0,25 family people friends want see strong cant 17 0,25 exhausted isolated upbeat frustrated concerned generally annoyed 18 0,25 alone time wanting hopeless one lost days 19 0,25 feeling energy unhappy like things pointless crying Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -10,90432 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -10,89679 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -10,86096 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -10,86644 Nov. 08, 2024 7:03:42 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -10,8963 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca helpless miss useless 1 0,25 irritable thinking past blue dumps failure strong 2 0,25 sadness future stress hope inside anger loneliness 3 0,25 empty hopeless gloomy numb pointless despair despondent 4 0,25 optimistic hopeful determined active normal focused annoyed 5 0,25 good joy enjoyment phrase hobbies living ugly 6 0,25 little tired mood thoughts sense negative hopelessness 7 0,25 low self mood moody lethargic low_mood emotional 8 0,25 life feeling bright optimistic peaceful na enthusiastic 9 0,25 tired depressed sad felt upset exhausted agitated 10 0,25 happy calm content excited joyful cheerful relaxed 11 0,25 sad lonely anxious worried stressed tired angry 12 0,25 depressed trying worry day anxiety sleeping times 13 0,25 just end well overwhelmed much grey fat 14 0,25 lack motivation energy worthless low loss lack_motivation 15 0,25 bored sometimes work often hard routine yes 16 0,25 feel friends people sleep want see sleeping 17 0,25 sad unmotivated isolated miserable lost concerned drained 18 0,25 alone time wanting one go help hopeless 19 0,25 feeling unhappy things like depression energy feelings Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -10,86412 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -10,84283 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -10,8992 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -10,83109 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -10,87141 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 n sleep ca_n ca miss useless focus 1 0,25 irritable thinking failure feeling past troubled strong 2 0,25 sadness blue stress suicidal hope anger loneliness 3 0,25 hopeless empty numb lost gloomy despair despondent 4 0,25 optimistic hopeful normal stay determined looking focused 5 0,25 good joy love phrase enough laughter happy_excited 6 0,25 little anxiety thoughts sense negative ok hopelessness 7 0,25 low self mood sad feeling lethargic low_mood 8 0,25 life going na point na_na living enjoying 9 0,25 depressed tired sad felt upset depressed_sad sad_upset 10 0,25 happy calm cheerful content excited joyful relaxed 11 0,25 lonely sad worried anxious tired angry scared 12 0,25 time trying depressed day worry light times 13 0,25 pointless just well much weak annoyed struggle 14 0,25 energy lack motivation loss lacking lack_motivation worthless 15 0,25 bored sometimes unmotivated often work hard friends 16 0,25 feel people inside want see sleepy care 17 0,25 exhausted miserable drained sad frustrated concerned tired_exhausted 18 0,25 alone sleeping wanting isolated one go world 19 0,25 feeling future unhappy things like depression feelings Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -10,86365 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -10,86807 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -10,84188 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -10,84866 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -10,86224 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 sleep n ca_n ca miss focus mild 1 0,25 irritable scared thinking miserable failure past troubled 2 0,25 sadness blue stress helpless anger loneliness hope 3 0,25 hopeless empty gloomy numb emotional overthinking despair 4 0,25 optimistic hopeful positive things determined stay enthusiastic 5 0,25 good mood joy lazy phrase living motivated 6 0,25 little strong sense feeling negative thoughts ok 7 0,25 low self upset mood sad often low_mood 8 0,25 life bright na na_na forward point na_na_na 9 0,25 depressed sad felt tired unmotivated going depressed_sad 10 0,25 happy calm content cheerful excited relaxed joyful 11 0,25 sad lonely worried anxious tired angry stressed 12 0,25 depressed time day worry anxiety trying times 13 0,25 just pointless normal end well bad light 14 0,25 energy lack motivation tired worthless loss lacking 15 0,25 bored sometimes work friends hard routine problems 16 0,25 feel people want see cant ugly useless 17 0,25 exhausted tired constantly frustrated overwhelmed concerned worrying 18 0,25 alone wanting isolated one sleeping go much 19 0,25 feeling future unhappy like depression feelings crying Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,08799] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -10,37073 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -10,53925 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -10,54422 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -10,54948 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -10,51653 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,20851 n ca ca_n sleeping annoyed medication n_sleep 1 0,23325 tired gloomy little sad hobbies neutral despondent 2 0,23578 sadness anxiety stress loneliness tearful anger fat 3 0,2576 hopeless worthless feelings despair often empty enthusiastic 4 0,22124 trying optimistic hopeful keeping things enjoying determined 5 0,22391 good people depression ok enough sadness living 6 0,21887 sense thinking strong bored confident negative hopelessness 7 0,24038 low self mood stressed low_mood sad self_esteem 8 0,22167 na na_na numb na_na_na social dumps anxious 9 0,2466 depressed felt sometimes sad tired depressed_sad new 10 0,28297 happy calm cheerful joyful relaxed content family 11 0,30951 sad lonely worried tired anxious exhausted upset 12 0,23519 depressed time day times days going yes 13 0,21768 end edge looking stay angry quiet constantly 14 0,2326 energy lack feeling motivation low sleep lacking 15 0,23264 bored failure work family routine see friends 16 0,21783 feel unmotivated well dark overthinking focus light 17 0,23686 go okay active afraid relationships void questionable 18 0,22533 alone isolated one wanting sad weak talk 19 0,26285 feeling life future like pointless things get Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,13084] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -10,5407 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -10,4808 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -10,49316 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -10,53486 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -10,5352 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,17515 n ca ca_n sleep isolated n_sleep ca_n_sleep 1 0,20878 wasting quiet odd_one odd black inside edge 2 0,21109 sadness alone worry blue phrase crying unable 3 0,23786 empty just numb stress afraid sometimes_lonely half 4 0,20574 day trying get going keeping fed moments 5 0,1987 depression loss control sadness sleep finding happy 6 0,18561 sense work way times anxiety little medium_sense 7 0,21782 mood self low low_mood negative miserable constantly 8 0,19253 work na people na_na general feelings na_na_na 9 0,22248 life tired thinking little like self_hatred hatred 10 0,30622 happy calm optimistic cheerful joyful excited relaxed 11 0,37812 sad lonely tired depressed worried anxious hopeless 12 0,21167 time enemy medication life everything change satisfied 13 0,18742 sometimes fine darkness loneliness strong_sense go happiness 14 0,22208 energy motivation lack feeling lack_motivation lethargic low 15 0,21732 bored worrying feeling_like anxiety avoiding guilt away 16 0,19816 feel depressed focused people sleep light ahead 17 0,21071 past getting contact able physical moody_tired overeating 18 0,20745 normal side failure concerned wanting eating exhaustion 19 0,24841 feeling life things future sleeping one hope Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15597] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -10,54187 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -10,46569 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -10,50077 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -10,49204 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -10,52092 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15255 n ca_n ca sleep work n_sleep ca_n_sleep 1 0,17881 work friends failure sunshine strong strong_sense medium 2 0,19376 sadness anxiety anger depression light worthless enthusiastic 3 0,19693 miss numb depressed inside new despair dog 4 0,18123 little motivated bright phrase grey friends feel 5 0,17542 loss people anxious general worthless numb way 6 0,16336 sense thoughts negative medium_sense run frightened sleepy 7 0,20701 low self mood low_mood self_esteem esteem depression 8 0,16634 na na_na times moving na_na_na optomistic appreciative 9 0,19832 distracted lack_energy bad sluggish relaxed_active much occasionally 10 0,33931 happy calm optimistic content joyful cheerful relaxed 11 0,48878 sad tired depressed lonely worried anxious hopeless 12 0,18864 bit thoughts concerned sometimes_lonely mood_swings job panic 13 0,16734 worry feelings hopelessness stress getting enough others 14 0,22075 lack motivation energy sleep lack_motivation lacking appetite 15 0,19192 trying slightly get stay active keeping life 16 0,17829 feel bored things hard less finding_hard growing 17 0,17571 days enemy change support nights fun happy_family 18 0,18246 constantly worrying crying little feeling avoiding mindful 19 0,23202 feeling life future like time day go Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16815] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -10,51956 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -10,48691 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -10,46948 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -10,45507 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -10,41692 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,13396 n ca_n ca sleep worthless n_sleep absolutely 1 0,1537 trying friends stay crying nothing talk feel 2 0,16896 time stress anxiety depression mild uncertain bored 3 0,17319 past get sleeping look home miss sadness 4 0,15831 phrase routine sometimes flat time keeping slightly 5 0,15861 loneliness low_upset despondent panic procrastination people_view distressed_unhappy 6 0,14755 sense negative normal unmotivated active strong medium_sense 7 0,20029 self low mood low_mood energy stressed self_esteem 8 0,14847 na na_na dark na_na_na self_hatred inside sleep 9 0,17243 bored numb unmotivated lazy days going sometimes 10 0,36477 happy life optimistic calm cheerful content excited 11 0,59624 sad tired depressed lonely worried anxious low 12 0,16301 hopelessness overthinking drained_energy apathy growing sad_angry despair 13 0,14875 little light bit change looking one half 14 0,21232 lack motivation energy lack_motivation sleep appetite lacking 15 0,16864 side work trying friends life sad_upset_tired lots 16 0,16803 bored joy hard well good_mood distracted life_pointless 17 0,14949 rejected buoyant internal overcome general busy getting 18 0,15995 moments people overwhelmed unhappiness overeating tiredness end 19 0,22468 feeling life day like sleeping wanting future Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,16929] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -10,43467 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -10,38634 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -10,41114 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -10,43491 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -10,38915 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11686 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,13802 sometimes stay anger world people occupied sometimes_lonely 2 0,15523 sadness phrase sunshine sleepless thoughts occasional frustrated 3 0,15274 bored routine future contact working interest everyday 4 0,14125 enjoying friends grey grey_fat avoiding relaxed_active go 5 0,1377 side gloomy boring keep pressure health positives 6 0,12945 sense negative future strong life hopelessness strong_sense 7 0,19525 self stress self_hatred hatred often self_esteem normal 8 0,13993 na na_na na_na_na trying half glass sad_upset_tired 9 0,15308 energy annoyed alone_sad look see sleep avoid 10 0,37411 happy optimistic calm content life joyful cheerful 11 0,66395 sad tired depressed low lonely feeling worried 12 0,1447 bored existence relaxing dissatisfied debt physical lacking 13 0,14365 little day times sometimes yes bit time 14 0,20057 lack motivation sleep loss lack_motivation appetite mood 15 0,15048 work end life felt_happy fear contemplative desire 16 0,153 feelings emotional void guilt sadness_blue family_friends new 17 0,13607 depression mild general bad growing anxiety loneliness 18 0,14211 suicidal medication moody_tired hungry broken uncertainty thoughtful 19 0,21408 feeling life wanting sadness future like empty Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,18533] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,38696 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,33942 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,3762 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,36352 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,37432 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11099 n ca_n ca sleep get dog n_sleep 1 0,12961 sometimes often phrase sometimes_lonely kids occasionally hobbies 2 0,14472 anger uncertainty crying deep mild headed despondent 3 0,13597 change medication bit annoyed enemy sad_unhappy people_view 4 0,12809 ok na_na_na finding things finding_hard peace thoughts 5 0,12858 friends see light useless thoughtful energy grey_fat 6 0,1229 depression sense strong side people strong_sense medium_sense 7 0,18273 people trying constantly enough others focus day 8 0,13086 na na_na thinking uncertain half glass just 9 0,14059 inside looking existence general mixed pressure positives 10 0,38423 happy life optimistic calm content cheerful family 11 0,70411 sad tired lonely low depressed worried feeling 12 0,13697 loss lazy struggle way accepting enjoyment joy 13 0,13061 future hearted heavy past rejected edgy broken 14 0,1926 lack motivation lack_motivation appetite lacking tearful sleep 15 0,13413 end want news stay enjoying live outside 16 0,13334 little concerned unhappiness stress physical contemplative getting 17 0,12539 little sometimes growing fear depressed_times tired_exhausted despair 18 0,12542 trying hopelessness working overcome disturbed fed panic 19 0,19164 feeling life like wanting hope thinking alone Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19608] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,345 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,2984 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,33074 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,29939 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,3381 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10258 n ca_n ca sleep n_sleep ca_n_sleep miss 1 0,12327 enemy okay loss future lots bored anxious 2 0,13352 bored light stress anxiety drained distracted tasks 3 0,12313 bit routine go tired_worried short grey general 4 0,11606 gloomy na_na na na_na_na side half just 5 0,11739 time life want little times days social 6 0,11537 sense friends active appetite joy strong_sense medium_sense 7 0,1638 bad enough wish contact leave cant point 8 0,11952 past tearful mood_swings walks mindset miss control 9 0,12555 lack anxiety composed na feelings just full 10 0,38118 happy calm optimistic cheerful content joyful relaxed 11 0,75109 sad tired low lonely depressed worried anxious 12 0,12834 depressed feeling stay struggling uninterested depression occupied 13 0,12491 way bright feel talkative upset_worried tired_exhausted edge 14 0,18423 trying keeping end unmotivated outside just dumps 15 0,12093 self_hatred loneliness inside hatred bored time overdose 16 0,12248 phrase focused poor thoughts panic occasionally present 17 0,11593 see sleepy slightly want_sleep inside grey emptiness 18 0,11973 coping flat mental moving growing sometimes_lonely frustrated 19 0,18161 feeling life day wanting hard focus sleeping Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20969] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,31546 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,35459 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,3543 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,30222 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,35084 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09646 n ca_n ca work sleep nothing alone 1 0,11798 sleeping fat crying grey_fat discouraged overthinking_stressed now 2 0,12126 past time general ahead lot thinking head 3 0,11286 isolated well occupied yes sad_hopeless_despair general miss 4 0,10729 na na_na na_na_na feeling_empty distracted sleepy medication 5 0,11737 time depressed low day drinking enemy panic 6 0,10933 sense strong strong_sense medium worthlessness still short 7 0,14822 feelings phrase times ok pain elated stress 8 0,11378 trying loss constant marks meditation managed_meditation_helps happy_couple_blips 9 0,11427 loss joy dog feeling_like shame miss constant 10 0,38273 happy calm optimistic cheerful joyful relaxed content 11 0,77246 sad tired feeling depressed lonely low worried 12 0,12605 hopelessness thoughts often anxiety thinking angry work 13 0,11625 lacking quiet questionable things_happy outlook isolated thinking 14 0,16695 often looking fine uninterested depression inside hollow 15 0,10984 trying medium_sense malaise worry anything apathy worried_optimistic_stressed 16 0,11393 getting anxiety unable run annoyed concentration unwanted 17 0,11125 bit full slightly half glass lacking useless 18 0,11012 new okay job behaviour bored relationship old 19 0,17164 wanting hard stay end bored hope hope_future Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22027] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,32627 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,28029 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,31428 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,28553 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,28316 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,09164 n ca_n ca feel n_sleep ca_n_sleep sleep 1 0,11285 work worse growing hard lot appetite body 2 0,11331 state energised balance change existing one mood 3 0,1114 worthless jovial sad_moody panic people extremely well 4 0,10259 depression na na_na na_na_na snappy thinking fresh 5 0,11581 looking alone_low peace thoughts distressed self light 6 0,10321 sense way day strong_sense medium_sense medium negative_thoughts 7 0,13845 cant see ugly numb people world day 8 0,1053 mood time mild bored able sleepless swings 9 0,10539 phrase thoughtful poor odd constantly getting distressed 10 0,38005 happy life optimistic calm cheerful joyful relaxed 11 0,80725 sad feeling tired depressed low lonely worried 12 0,11936 never enemy dull procrastination days weak emptiness 13 0,10775 go yes disturbed eat uneasy present frustration 14 0,14854 things past nothing grey tearful feeling go 15 0,10894 bit anger hearted overwhelmed_lonely fat worried_depressed getting 16 0,1082 end accepting keeping leave overcome times worry 17 0,10844 emotional loss interest hard half glass usual 18 0,10189 darkness social miss health well dog mindful 19 0,15582 new medication coping care steady feelings bothered Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,22348] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,32168 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,26899 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,26481 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,24079 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,26615 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08995 n ca ca_n n_sleep sleep nothing depressed 1 0,10703 bright constant stress medication inside depressed_times kids 2 0,10708 motivated run cloud rejected edgy side angry 3 0,1075 get level odd_one odd yes apathetic edge 4 0,09927 na na_na phrase finding na_na_na finding_hard house 5 0,10752 end self_hatred hatred upset_tired negative much overeating 6 0,09862 negative thoughts sense mental strong_sense medium_sense medium 7 0,12634 fat better hard future stress grey struggle 8 0,09918 problems go annoyed view people_view frequently listless 9 0,09937 constantly worrying hard good_mood feeling_like days anger 10 0,38014 happy calm optimistic content cheerful joyful relaxed 11 0,83468 sad tired feeling depressed low lonely worried 12 0,11348 crying slightly alone_sad enemy nights positives active 13 0,10029 fun never moments concentrate unable control time 14 0,13492 day trying work melancholy light unhappiness moving 15 0,10417 people boring normal avoiding growing things_happy past 16 0,10348 hope bit hope_future dull way distracted peace 17 0,10515 depression just stay half glass existence frightened 18 0,10123 miss friends snappy hollow social bright_side lethargic 19 0,1462 grey_fat poor hobbies mindful grey social weak Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23002] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,26894 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,26687 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,23872 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,19206 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,24227 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08918 n ca_n ca sleep bored people n_sleep 1 0,10496 feelings bleak one upbeat keeping using_innate_resilience resilience_remaining_buoyant 2 0,10249 leave dissatisfied happy_family bothered anger restless blue_upset_worried 3 0,10988 constantly past constant unhappiness fight dull frustrated 4 0,09513 na na_na phrase na_na_na slightly contemplative short 5 0,10216 stress see cant_see making okay control failure 6 0,09314 depression strong sense strong_sense medium_sense medium sleepless 7 0,11835 wanting go grey help gloomy thinking grey_fat 8 0,09679 ok optimistic_hopeful balance lots used inside dead 9 0,09664 one bright odd_one odd misery struggle emptiness 10 0,38114 happy calm optimistic life cheerful time family 11 0,834 sad feeling tired depressed low lonely anxious 12 0,1072 bit light change going depression strength joyful_smiling_bliss 13 0,09506 days enemy side gloomy day half glass 14 0,12484 normal esteem focus overwhelmed_lonely much rejected edgy 15 0,10017 problems overcome loathing people well meditation_helps_focus neutral_hopeful 16 0,09956 felt feeling_like worrying care social trying lot 17 0,10077 worthless growing medication past sadness composed brilliant 18 0,09609 often loss crying tasks missing feeling_hopeless suicide 19 0,13392 melancholy shame yes kids dark trying moments Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23123] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,17623 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,19888 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,20309 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,20969 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,16997 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08813 n ca_n ca hope miss nothing hope_future 1 0,0998 na_na_na worse mindful times days bit resigned 2 0,09845 end mild often stay slightly unhappy_worried coping 3 0,10115 talk past finding wanting_go finding_hard people_view people 4 0,09169 na phrase feeling na_na ugly worry quite_happy 5 0,09951 frustrated little clear procrastination self_loathing ok bored 6 0,09097 sense enemy strong_sense medium negative_thoughts now life_pointless 7 0,11221 unhappiness avoiding poor worrying miss pain friendly 8 0,09358 lonliness distracted much stay exercise light drained 9 0,0945 bad grey_fat able grey look behaviour feel_sad 10 0,37194 happy optimistic future family hopeful cheerful calm 11 0,83307 sad tired feeling lonely low depressed worried 12 0,10328 thinking see point half glass cant inside 13 0,09347 day medication unfocused feelings emotional willpower situations_feeling_flat 14 0,11484 just unenthusiastic keeping change family_friends overdose enjoy 15 0,09577 mood annoyed sleepy existence everyone much tiredness 16 0,09629 life active overwhelmed worthless wasting accepting people 17 0,09704 live state ready trying mental state_life happy_state_life 18 0,09196 afraid often understanding moments bored using_innate_resilience resilience 19 0,11917 depressed depression boring get cheerful_satisfied extreme depressed_times Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23821] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,23605 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,22114 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,15599 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,18843 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,18488 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08757 n ca ca_n routine hungry n_sleep ca_n_sleep 1 0,09314 void living normal slow lethargy healthy meditation 2 0,09078 wanting feelings go feeling_hopeless feel_sad hard just 3 0,09369 concentration worthless overwhelmed feel fresh energy innate 4 0,09219 na na_na getting na_na_na feeling_like worrying relaxing 5 0,09876 concerned change times loss hopeless_lost slightly mental 6 0,09147 sense way dark moments just apathy strong_sense 7 0,10802 interest things isolation tasks eat live behaviour 8 0,09135 phrase stay body sometimes overthinking relaxing_home others_getting_physical 9 0,09395 thinking nothing depression well mild tiredness want 10 0,36333 happy optimistic calm future content life cheerful 11 0,81457 sad feeling tired depressed low lonely worried 12 0,09566 yes thoughtful occasionally depressed_sad unsettled staying tired_energy 13 0,09235 flat past quiet edge times dead frustrated 14 0,10748 grey drained_energy grey_fat existence frightened fat heavy 15 0,08943 miss usual dog able motivated steady stay 16 0,09116 enemy medication days thinking half glass nights 17 0,09558 bit overwhelmed light distracted overeating stressed red 18 0,09179 hard friends overwhelmed_lonely lonely_lost general busy focus 19 0,10993 sometimes sometimes_lonely state growing felt_happy general frequently Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23391] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,21293 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,18627 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,19686 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,16369 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,19325 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08743 n ca_n ca sleep nothing n_sleep ca_n_sleep 1 0,09032 mood_swings wasting happy_friends moments bright unable family 2 0,09203 bored nothing eating yes constantly lonely_lost ready 3 0,08979 day world dark laughter people hopelessness worried_depressed 4 0,09058 na na_na grey na_na_na negative fat worse 5 0,09299 work things loneliness day internal burden inside 6 0,0864 sense side medium contact worthlessness inside lacking_energy 7 0,09826 sometimes trying failure sometimes_lonely exhaustion concentration often 8 0,0874 phrase past dog miserable angry odd_one much 9 0,09004 finding_hard go enemy change regretful lacking general 10 0,35505 happy calm cheerful optimistic content joyful relaxed 11 0,80717 sad feeling tired depressed lonely low worried 12 0,08921 depression want hope try cope wrong buoyant 13 0,08928 bit sad strong_sense life_pointless end red helpless 14 0,10404 feeling_like hard worried_optimistic stressed_blue optimistic_stressed_blue optimistic_stressed getting_physical 15 0,0888 looking living enjoying enthusiastic good_enough end outside 16 0,08935 numb generally empty half glass grey_fat present 17 0,08934 miss times distracted eat sleeplessness numb days 18 0,09148 run view uncertainty just dumps melancholy stable 19 0,10319 mild loss growing sleeping_much much rejected anxiety Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,24194] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,18736 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,18499 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,14815 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,1555 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,20888 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,08649 n ca_n ca stress sleep work dog 1 0,08644 past thinking dissatisfied tearful distressed wasting get 2 0,09065 day emptiness feeling_like tearful focus get generally 3 0,08818 like work future hope phrase go self_hatred 4 0,08927 na na_na fat na_na_na hopelessness half grey_fat 5 0,08832 hungry steady happy_feel scared hobbies_enthusiastic balanced_neutral future_enthusiastic 6 0,08687 sense ok strong strong_sense medium_sense medium thoughts 7 0,09528 times sometimes yes time depressed_times constantly worry_lack 8 0,08451 way worse confused feeling_hopeless rejected anxious state 9 0,08529 change future feeling unable depression problems apathy 10 0,34868 happy life calm optimistic cheerful content relaxed 11 0,79132 sad tired depressed feeling low lonely worried 12 0,08732 one well feeling odd alone_sad edge home 13 0,08802 wanting focused looking taking bright_side side small 14 0,10037 looking felt_happy socializing panic ahead people friendly 15 0,08759 people accepting people_view care moments unable overwhelmed 16 0,08375 bit feelings news tiredness control feeling_flat caring 17 0,08975 miss thinking time okay mixed present emotional 18 0,08925 stress medication overcome ready gloomy time_energy energy_cant_bothered 19 0,09931 enthusiastic enemy lot mood helps good_mood heavy Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,23755] Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,16708 Nov. 08, 2024 7:03:43 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 1 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 08, 2024 7:04:04 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 08, 2024 7:04:05 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 08, 2024 7:04:06 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 08, 2024 7:04:07 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 3 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:04:29 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 08, 2024 7:04:30 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 08, 2024 7:04:31 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 08, 2024 7:04:32 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 08, 2024 7:04:33 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 3 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" [1] "Please input the pred_var_x or group_var!" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 08, 2024 7:04:54 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 08, 2024 7:04:55 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 08, 2024 7:04:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 08, 2024 7:04:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 3 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 08, 2024 7:05:20 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 08, 2024 7:05:21 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 08, 2024 7:05:22 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 08, 2024 7:05:23 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 3 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:05:44 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:05:44 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 08, 2024 7:05:44 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 08, 2024 7:05:44 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 08, 2024 7:05:45 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 08, 2024 7:05:46 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 08, 2024 7:05:47 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 3 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_logistic_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 08, 2024 7:06:09 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 08, 2024 7:06:10 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 08, 2024 7:06:11 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 08, 2024 7:06:12 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 3 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "Predictions are saved in./results/seed_42/preds.rds" Directory already exists. [1] "The test object of Age was saved in: ./results/seed_42/test_linear_regression_Age.rds" [1] "The parameter pred_var_y is not set! Output 1 dimensional results." [1] "The plots are saved in ./results/seed42/wordclouds" [1] "The Dtm, data, and summary are saved in./results/seed_42/dtms.rds" Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel INFORMATION: Mallet LDA: 20 topics, 5 topic bits, 11111 topic mask Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: max tokens: 300 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel initializeHistograms INFORMATION: total tokens: 34737 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <10> LL/token: -12,01592 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <20> LL/token: -11,85728 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <30> LL/token: -11,80745 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <40> LL/token: -11,76919 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 going things found couple day anything believe 1 0,25 like feel life feel_like days covid feels 2 0,25 day life positive times days depressed things 3 0,25 think try mood low getting also better 4 0,25 feel feeling sad quite bit really now 5 0,25 hard depressed happy around always time work 6 0,25 depressed feel job just much work energy 7 0,25 much people medication go thoughts since bad 8 0,25 feel get want sleep like bed know 9 0,25 think well depressed family situation due health 10 0,25 depression way just past suffer know yes 11 0,25 felt depressed time felt_depressed able friends caused 12 0,25 past depressed things life weeks moment past_two 13 0,25 say daily seem years struggled say_depressed however 14 0,25 depressed week home days happy see working 15 0,25 also life sometimes difficult issues take make 16 0,25 able keep due work family see get 17 0,25 depression feeling anxiety low state worse depressive 18 0,25 time mental lot mental_health go lockdown things 19 0,25 weeks last two two_weeks last_two last_two_weeks depressed Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <50> LL/token: -11,74503 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <60> LL/token: -11,72866 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <70> LL/token: -11,69628 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <80> LL/token: -11,69926 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <90> LL/token: -11,68727 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things hard going couple medication found anyone 1 0,25 like feel just feel_like depressed life anything 2 0,25 life times positive depressed day one never 3 0,25 think try low mood felt keep though 4 0,25 feel feeling sad quite bit usual recently 5 0,25 depressed time back work always around day 6 0,25 feel friends much job normal energy well 7 0,25 much people thoughts go life good bad 8 0,25 get bed feel want sleep days know 9 0,25 depressed due lot makes yes family situation 10 0,25 depression self diagnosed feelings know low suffer 11 0,25 felt depressed time felt_depressed really family also 12 0,25 past things depressed weeks past_two past_two_weeks depressed_past 13 0,25 say current say_depressed struggled many thing daily 14 0,25 depressed days week home feeling work better 15 0,25 also life sometimes find difficult future enjoy 16 0,25 able get due now people think see 17 0,25 depression anxiety feeling years little depressive future 18 0,25 health time mental mental_health go family lot 19 0,25 last weeks two two_weeks last_two depressed last_two_weeks Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <100> LL/token: -11,68481 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <110> LL/token: -11,67646 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <120> LL/token: -11,67303 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <130> LL/token: -11,66899 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <140> LL/token: -11,65712 Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things going couple medication found couple_weeks year 1 0,25 like feel just life feel_like anything things 2 0,25 life day positive times one taking state 3 0,25 think keep felt better low try mood 4 0,25 feeling feel quite things sad bit made 5 0,25 depressed work happy back always since time 6 0,25 feel friends usually energy much normal motivation 7 0,25 much go thoughts one make people person 8 0,25 get feel lot want bed hard time 9 0,25 depressed due covid family situation still yes 10 0,25 depression days get diagnosed tasks low tired 11 0,25 felt depressed family really felt_depressed friends away 12 0,25 past depressed weeks things past_two past_two_weeks good 13 0,25 say say_depressed sleep young work poor stressed 14 0,25 depressed feeling work home going days working 15 0,25 life sometimes also difficult find issues take 16 0,25 now think people able see get look 17 0,25 depression anxiety years worse however future depressive 18 0,25 health time mental also mental_health lot go 19 0,25 last weeks two two_weeks depressed last_two last_two_weeks Nov. 08, 2024 7:06:56 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <150> LL/token: -11,65681 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <160> LL/token: -11,66795 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <170> LL/token: -11,64371 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <180> LL/token: -11,64056 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <190> LL/token: -11,63165 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things couple found seem sleep couple_weeks hard 1 0,25 like feel life just feel_like feeling anything 2 0,25 life things positive times pandemic day full 3 0,25 think mood days low keep tired get 4 0,25 feel feeling quite family made sad bit 5 0,25 time depressed back around happy work many 6 0,25 feel friends things much well just normal 7 0,25 people one much thoughts mind make way 8 0,25 get want bed lot hard just feel 9 0,25 covid due situation depressed family depression feel_depressed 10 0,25 depression feelings diagnosed tasks negative suffer anything 11 0,25 felt depressed really felt_depressed going family days 12 0,25 past weeks depressed past_two past_two_weeks things good 13 0,25 say self feeling say_depressed sleep young poor 14 0,25 depressed work going feeling week days home 15 0,25 sometimes also life moment find try difficult 16 0,25 now think able see look house people 17 0,25 depression anxiety low years never worse state 18 0,25 health go mental time mental_health able lot 19 0,25 weeks last two depressed two_weeks last_two last_two_weeks Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <200> LL/token: -11,63035 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <210> LL/token: -11,6234 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <220> LL/token: -11,63863 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <230> LL/token: -11,64003 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <240> LL/token: -11,63402 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,25 things lot couple going found sleep couple_weeks 1 0,25 like feel feel_like just anything life daily 2 0,25 positive times life things pandemic day taking 3 0,25 think mood low keep days even get 4 0,25 feel feeling sad made quite bit things 5 0,25 time back happy many caused thinking always 6 0,25 friends normal things well just much usually 7 0,25 depressed make much life one get thoughts 8 0,25 get bed feel hard want time lonely 9 0,25 depressed due covid situation family current yes 10 0,25 depression feelings diagnosed tasks feeling suffer negative 11 0,25 felt depressed really family felt_depressed friends world 12 0,25 past depressed weeks past_two past_two_weeks two feel 13 0,25 say say_depressed whether poor symptoms led many 14 0,25 depressed work feeling days going job week 15 0,25 life also sometimes moment try take difficult 16 0,25 able people see think due look house 17 0,25 depression anxiety years depressive worse however future 18 0,25 go time health mental mental_health able also 19 0,25 last weeks two two_weeks last_two last_two_weeks depressed_last Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,07238] Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <250> LL/token: -11,22636 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <260> LL/token: -11,30735 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <270> LL/token: -11,30884 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <280> LL/token: -11,30168 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <290> LL/token: -11,31161 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,23222 couple day couple_weeks last_couple lot low last_couple_weeks 1 0,25985 feel like feel_like just depressed feeling much 2 0,24559 life pandemic positive things taking believe family 3 0,25583 think feel low keep felt much depressed 4 0,26494 feel feeling makes things bit made sad 5 0,23868 time caused around many spent money coming 6 0,24807 friends energy back self social normal every 7 0,24076 life depressed try depression always person reason 8 0,25119 get time want days bed lot just 9 0,26955 due covid depressed situation just think current 10 0,2408 depression feeling feelings diagnosed tasks diagnosed_depression major 11 0,26687 felt depressed friends really going felt_depressed outside 12 0,2537 past weeks past_two past_two_weeks past_weeks depressed_past depressed 13 0,2185 poor around say say_depressed ive children symptoms 14 0,2778 work job going home depressed worry working 15 0,25279 things depressed life sad sometimes enjoy made 16 0,24933 able depressed see going people thing things 17 0,26334 depression years worse little anxiety future depressive 18 0,23737 health well mental family mental_health also lot 19 0,27827 weeks last depressed two two_weeks felt last_two Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,09558] Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <300> LL/token: -11,30209 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <310> LL/token: -11,29723 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <320> LL/token: -11,28114 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <330> LL/token: -11,27147 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <340> LL/token: -11,29828 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,19061 couple time couple_weeks home back last_couple last_couple_weeks 1 0,26071 feel like feel_like just much feeling life 2 0,22411 life positive pandemic go away trying clear 3 0,23921 think feel keep make felt low enough 4 0,25614 feel made feeling things also sometimes sad 5 0,20568 ive body become news little seems made 6 0,21835 every always may contact normal usually active 7 0,22459 depressed life try really happy never get_depressed 8 0,26868 get just day bed lot want know 9 0,26875 covid due current depressed pandemic worrying situation 10 0,22393 depression diagnosed feelings tasks usual diagnosed_depression severe 11 0,26429 depressed felt going really friends live outside 12 0,23892 past past_two past_two_weeks depressed_past past_weeks weeks good 13 0,17901 say_depressed poor symptoms time first difficult thoughts 14 0,26511 work now lot home working months job 15 0,24435 things enjoy believe interest moment care take 16 0,24033 depressed able see things family going future 17 0,23906 depression years depressive since anxiety say something 18 0,21265 health mental mental_health go week issues quite 19 0,3263 depressed weeks last two two_weeks felt last_two Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,10729] Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <350> LL/token: -11,27459 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <360> LL/token: -11,22732 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <370> LL/token: -11,22966 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <380> LL/token: -11,20062 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <390> LL/token: -11,20589 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,15872 couple back couple_weeks last_couple last_couple_weeks depressed_last_couple home 1 0,25824 like feel feel_like much just going daily 2 0,18614 positive taking life pandemic trying think_depressed towards 3 0,2238 keep think making time busy try tried 4 0,24945 feel sometimes makes quite sad feeling things 5 0,16663 really ive lonely rest buy done nobody 6 0,18291 self new continue got house self_esteem esteem 7 0,20608 state never best illness something always get_depressed 8 0,30427 get hard day bed feel lot want 9 0,25359 due covid lot current due_covid ever issues 10 0,19802 depression diagnosed diagnosed_depression thing tasks everyday severe 11 0,24761 really going found thought moment world something 12 0,21847 past past_two past_two_weeks depressed_past depressed_past_weeks overall depressed_past_two 13 0,14688 sleep poor symptoms useless small pressure im 14 0,22998 work job home working months week trying 15 0,20664 worrying person enjoy virus interest normally certain 16 0,25009 see able friends family people look quite 17 0,2158 depressive years since thoughts ago months person 18 0,19402 health mental mental_health also impacted end hobbies 19 0,41502 depressed weeks last felt life feel depression Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,12279] Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <400> LL/token: -11,20312 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <410> LL/token: -11,12287 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <420> LL/token: -11,09147 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <430> LL/token: -11,10243 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <440> LL/token: -11,08495 Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,14134 couple couple_weeks last_couple last_couple_weeks depressed_last_couple goals restrictions 1 0,23132 virus struggle make cases wasting exhausted many_things 2 0,16472 look crying loved tried towards combination outlook 3 0,19505 keep think_depressed busy keep_busy put need clinical 4 0,24149 almost feel_bit ago whole meaning missed old 5 0,13984 children going young feeling ive flat interaction 6 0,1526 self lose return believe self_esteem esteem related 7 0,17559 always illness part never get_depressed someone hold 8 0,33094 bed day get get_bed sleep tasks everything 9 0,22439 ever concentrate probably live_alone office hard_concentrate life_feel 10 0,16948 tasks leaves angry give top recognise everyday_tasks 11 0,22369 leave recent within_last_two within_last depressed_within_last young holidays 12 0,18601 past_two_weeks past_two depressed_past_two aspects worried whether hours 13 0,12454 sleep poor symptoms specific physical another unsure 14 0,19718 working trying working_home better work use deal 15 0,16805 corona bring enjoy corona_virus little_depressed right given 16 0,23982 able_see im forward partner small gets looking_forward 17 0,17944 depressive since major asleep ago disorder depressive_disorder 18 0,16317 health mental mental_health able hobbies felt_really relationship 19 0,62708 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,15164] Nov. 08, 2024 7:06:57 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <450> LL/token: -11,08496 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <460> LL/token: -11,01259 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <470> LL/token: -11,02319 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <480> LL/token: -11,01485 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <490> LL/token: -11,02147 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,12661 couple couple_weeks last_couple last_couple_weeks depressed_last_couple today playing 1 0,18645 cases close say_depressed_last closer gone showing job 2 0,14571 tried towards outlook depressive positive_outlook worried overwhelmed 3 0,16908 keep busy keep_busy think_depressed feel_better exercise meet 4 0,20238 year physically things_like either missed old cope 5 0,12471 done going_back kind nobody etc changed considered 6 0,14037 returning every_day sometimes_feeling lose believe_depressed general tell 7 0,15103 part missing much_possible slightly_depressed try_much new illness 8 0,27507 bed get get_bed morning diagnosed_depression times_felt new 9 0,19487 ever pass awake depressed_ever problems honest happening_right_now 10 0,15444 unhappy leaves body tasks purpose drained less_time 11 0,18491 depressed_within within_last_two within_last depressed_within_last socialise incredibly falling_asleep 12 0,16486 worried whether aspects spent describe write strength 13 0,11522 poor someone simply level symptoms depression_something feelings 14 0,17095 continue leave_house relaxed feel_relaxed depressed_time general turn 15 0,14723 feel_bit interest due_current joy necessarily interested activities 16 0,19933 ive together office miss days_feel state_world parents 17 0,14771 years since depressive ago disorder major died 18 0,14361 mental health mental_health happen symptoms partake sought 19 0,94804 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,17258] Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <500> LL/token: -10,98035 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <510> LL/token: -10,96776 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <520> LL/token: -10,9639 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <530> LL/token: -10,97591 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <540> LL/token: -10,97974 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11365 couple couple_weeks last_couple last_couple_weeks depressed_last_couple isolation uninterested 1 0,1558 take cases days_feel live bit depressed_days risk 2 0,13829 constant pandemic tried spent combination falling outlook 3 0,15713 leave fear keep_busy managed event reason status 4 0,17105 year felt_quite ive life_going age depression_something quite_depressed 5 0,11945 week use going_back top seen back_work meet 6 0,13259 returning severe long_time getting hard_time angry less_depressed 7 0,1343 may love awake describe get_depressed try_much much_possible 8 0,21602 bed get_bed morning wanting felt_like wanted stay 9 0,17218 ever stressful see crying daily_tasks place depressive 10 0,13941 dressed family_life pull outdoors left depression family_around 11 0,16307 within_last_two within_last depressed_within_last challenging routine depressed_within finding 12 0,14875 worried aspects personal write_aspects decisions things_get_better chores 13 0,11354 poor pain able severely another small diagnosed_depression 14 0,15142 country ago two low_past_two days_better_others suicidal life_feels 15 0,13773 ok giving sit simple depressed_made happen_anytime like_want 16 0,16933 aspect office pressure trying drained cos furlough 17 0,1269 years depressive ago disorder major depressive_disorder sadness 18 0,13254 mental mental_health health strong couple huge relationship 19 1,22391 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,187] Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <550> LL/token: -10,97393 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <560> LL/token: -10,94189 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <570> LL/token: -10,9227 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <580> LL/token: -10,94744 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <590> LL/token: -10,9187 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10516 couple couple_weeks last_couple last_couple_weeks depressed_last_couple illness isolation 1 0,13993 definitely cases exactly close meaning fun live 2 0,13268 constant outlook positive_outlook avoid combination leave complete 3 0,14546 unable leave huge leave_house weeks_depression little_thing none 4 0,15046 year hours help missed physically bring normally 5 0,11207 look_forward schedule late succeed first contact sleep 6 0,12314 matter bring shielding scared top new joy 7 0,12051 excited part feel_like_depressed clinical disease feel_bit able 8 0,18269 get_bed bed self motivate self_esteem esteem morning 9 0,15895 ever last_week just_feel_like event prepared maybe partake 10 0,12646 ive husband wanting question comfortable hard_get problems 11 0,14444 dressed within_last_two within_last depressed_within_last depressed_though socialise summer 12 0,13994 worried aspects left write write_aspects feel_sad interested 13 0,10825 dad symptoms particular anger pressure deep poor 14 0,14094 wasting buy depressed_felt worst case realise food 15 0,13119 mainly mainly_due felt_quite purpose due_coronavirus life_try upset 16 0,14979 kind office least depressed_depressed later less_time felt_depressed_past 17 0,11405 depressive ago years diagnosed died helped major_depressive 18 0,12626 health mental mental_health upbeat waiting sought impact 19 1,42959 depressed feel weeks felt last depression life Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19353] Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <600> LL/token: -10,95647 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <610> LL/token: -10,94196 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <620> LL/token: -10,92839 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <630> LL/token: -10,93576 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <640> LL/token: -10,9285 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10408 couple couple_weeks last_couple last_couple_weeks depressed_last_couple unmotivated enjoyed 1 0,12896 cases related days_feel depressive_episode whole close showing 2 0,12943 country outlook within_last_two within_last depressed_within_last depressed_within avoid 3 0,1358 morning every thing body school little_thing furlough 4 0,13605 mum cant makes_feel months missed sad_missed missed_lot_things 5 0,10485 soon little_depressed fine first whilst keep_busy meet 6 0,11496 almost lead kids depressing rules coming_back past_months 7 0,11874 illness part get_depressed office understand depression_felt life_seems 8 0,16149 give leaves get_bed_morning living wanting lack get_bed 9 0,1448 ever pain lift bother need however_experienced yesterday 10 0,12273 moments ive physically gets age good_news also_take 11 0,13327 improved just_want takes rest_world mood_low love_life otherwise 12 0,12917 worried describe aspects write write_aspects leave_house angry 13 0,10309 poor somewhat anger sleeping_well dad disorder reduced 14 0,13401 become felt_like just_feel chronic seems_going bed_just world_right_now 15 0,12722 personal purpose cause severity hate purpose_life setback 16 0,13619 relatively feelings able_look ms dressed friends_also human_contact 17 0,10396 years ago major_depressive major disorder major_depressive_disorder something 18 0,12542 mental health mental_health symptoms close support sought 19 1,573 depressed feel weeks last felt depression life Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19703] Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <650> LL/token: -10,90633 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <660> LL/token: -10,91722 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <670> LL/token: -10,91624 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <680> LL/token: -10,91804 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <690> LL/token: -10,9444 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10142 couple couple_weeks last_couple last_couple_weeks depressed_last_couple considering sensitive 1 0,12112 fact change home cases exactly days_feel episode 2 0,12804 dad towards within_last_two depressed_within_last outlook positive_outlook safe 3 0,13218 finding joy one_talk worth constant_state pressure interesting 4 0,13003 self_esteem missed esteem low_self_esteem low_self show problem 5 0,10593 far scared always unhappy unhappy_recent fed properly_time 6 0,11673 world ok times push people enjoyment time_feeling 7 0,115 illness get_depressed severity late understand scares yeah 8 0,14887 rather leaves past interested point stay causes 9 0,13334 ever didnt somewhat spent irritable depressed_ever bothered 10 0,12207 life_try easily wonder problems back now_also severely_depressed 11 0,12647 aspect ive feel_lonely dog succeed state_depression angry 12 0,13058 worried aspects write took write_aspects hiding strength 13 0,10082 symptoms anger ongoing schedule meaning try_make run 14 0,13416 pain become concerning beyond purpose_life draw days_last_two 15 0,12547 lead may truly try_look fight day moment_feel 16 0,12705 friends_family comfortable young_children got incredibly felt_really_low sometimes_feeling 17 0,09517 years depressive ago missing died major_depressive major_depressive_disorder 18 0,12253 health mental mental_health poor failure quite symptoms 19 1,66635 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,19925] Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <700> LL/token: -10,92109 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <710> LL/token: -10,90535 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <720> LL/token: -10,90026 Nov. 08, 2024 7:06:58 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <730> LL/token: -10,90512 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <740> LL/token: -10,92141 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10552 couple last_couple couple_weeks last_couple_weeks depressed_last_couple body playing 1 0,11702 cases currently closer days_feel weeks_depression episode depressive_episode 2 0,12902 whole within_last depressed_within_last depressed_within outlook busy extremely 3 0,12654 realised many_things gets passed memories helped age 4 0,12517 lot_things missed going_back things_enjoy falling noticed going_right 5 0,10705 bring aspect give loneliness days_feel_like couple_weeks_felt weeks_currently 6 0,11518 poor appetite uncertainty_around appetite_poor yet miss future_feel 7 0,11609 feel_bit status financial_status try none sometimes_go focus_things 8 0,14405 thing good_news gotten everyday daily interested like_way 9 0,12901 ever completely illness working partake things_get right 10 0,12144 impossible behind dressed shut need_keep thought keep 11 0,12116 ive depression wasting leaves done succeed state_depression 12 0,12797 aspects write worried write_aspects hours challenging destructive 13 0,10605 little_depressed use weight cant pay scares get_bed_morning 14 0,12954 result job amount fatigue depression_something low_depressed mood_low 15 0,12885 irritable less_time lead_depression days_better stuck_house struggle_get hiding 16 0,12438 starting got huge depressed_although sit severely today 17 0,09206 depressive years ago disorder major_depressive major major_depressive_disorder 18 0,12331 mental health mental_health symptoms worthless sought feel_depressed_last 19 1,73213 depressed feel weeks felt last life depression Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20379] Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <750> LL/token: -10,93583 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <760> LL/token: -10,91309 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <770> LL/token: -10,90346 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <780> LL/token: -10,87131 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <790> LL/token: -10,90626 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10156 couple last_couple couple_weeks last_couple_weeks depressed_last_couple dad today 1 0,11248 financial cases suffered_depression easily virus feeling_depression opportunities 2 0,12908 outlook tried positive_outlook within_last_two depressed_within_last combination eating 3 0,12727 age half stressful made_feel_low day_feel hopeful returning 4 0,12595 upon lot_things home missed ways made_sad lock 5 0,11085 clinical concentrate wants returning improved several depressed_previously 6 0,11242 poor symptoms get_bed_morning household worth uncertainty interaction 7 0,11743 many_things happened golf times_felt purpose times_felt_depressed purpose_life 8 0,13506 recognise everyday staying real goals depressed_felt happen 9 0,12358 ever wasting believe_depressed leaves wrong remember depressed_ever 10 0,12432 get_dressed dressed drive managed dog circumstances part 11 0,12097 get_depressed ive done aspect may also_take things_turn 12 0,12368 best worried able_get describe aspects write write_aspects 13 0,10508 use led next happiness exact regularly week_use 14 0,12581 useless passed feel_useless spending waiting properly_time live_alone 15 0,127 positive_things less_depressed whole dont_feel stay_bed_day motivated attention 16 0,12494 stay feel_bit result sometimes_feeling going_walks regarding lifestyle 17 0,09039 ago years disorder died depressive depressive_disorder occasionally 18 0,12377 mental health mental_health symptoms couple sought moderately_depressed 19 1,78145 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20304] Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <800> LL/token: -10,8945 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <810> LL/token: -10,87759 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <820> LL/token: -10,88899 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <830> LL/token: -10,87178 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <840> LL/token: -10,88705 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10619 couple couple_weeks last_couple last_couple_weeks depressed_last_couple dad get_depressed 1 0,10972 ive virus cases days_feel episode close showing 2 0,1281 within_last_two depressed_within_last combination challenging outlook didnt tried 3 0,12227 physically cause seems tough together moments_depression benefits 4 0,12461 missed living major previous terms depressed_past_week sad_missed 5 0,108 give wants returning left little_thing new_normal spent 6 0,10982 poor appetite bored many_years simply certainly appetite_poor 7 0,12015 despair purpose good things_used help_life depression_felt dont_feel_depressed 8 0,12966 morning particular get_bed_morning bed_morning deal difficult event 9 0,12172 especially family_life useless partake partake_hobbies well_prepared able_partake_hobbies 10 0,12382 leave emotional get_depressed low_self_esteem leave_house socialise drive 11 0,12002 almost sometimes_feel care hours interested understand meet 12 0,11933 aspects describe write write_aspects day_day feeling_like worried 13 0,10288 use son sleeping_well week_use coming_back single cheerful 14 0,12134 weight keep_busy live_alone worried_catching_coronavirus worried_catching catching_coronavirus catching 15 0,12447 interaction social_interaction falling_asleep cry falling lock interesting 16 0,1221 failure low_depressed one climate living may never 17 0,09226 depressive ago major disorder major_depressive major_depressive_disorder depressive_disorder 18 0,12598 mental mental_health health relationship sought office talking 19 1,81897 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20138] Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <850> LL/token: -10,89741 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <860> LL/token: -10,90674 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <870> LL/token: -10,88154 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <880> LL/token: -10,8884 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <890> LL/token: -10,87606 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,10913 couple last_couple couple_weeks last_couple_weeks depressed_last_couple isolation least 1 0,1092 mood bad cases days_feel everyday everyday_tasks stress 2 0,13021 within_last_two depressed_within_last depressed_within ive combination outlook strong 3 0,12266 possible much_possible dad seen means necessarily age 4 0,12192 missed dont_feel top late government whole body 5 0,11126 wants scared weight bring factors new_normal hurts 6 0,11005 best depression_something happier far interaction sucks depressed_depression 7 0,11671 etc comfortable going_back organisation children probably happy_life 8 0,12648 morning get_bed_morning things_normally hard_get bed_morning hiding lucky 9 0,12166 ever partake depressed_ever bothered evening noticed well_prepared 10 0,12267 leaves leave leave_house drive house people_family largely 11 0,11731 office gets cry sometimes_feeling holding low_mood_days incredibly 12 0,12011 aspects spent worried write write_aspects describe cos 13 0,10418 single leads realised bereavement depressed_made anxious_future coming_back 14 0,11959 also_take longer fight important feel_bad battle services 15 0,12462 asleep times_felt purpose falling_asleep longer alot buy 16 0,12418 status return said yesterday lead weeks_due beginning 17 0,09012 years depressive disorder symptoms diagnosed major depressive_disorder 18 0,13082 health mental mental_health many_things many impacted sought 19 1,84217 depressed feel weeks last felt depression life Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20625] Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <900> LL/token: -10,89838 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <910> LL/token: -10,88214 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <920> LL/token: -10,89901 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <930> LL/token: -10,88808 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <940> LL/token: -10,87223 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11175 couple couple_weeks last_couple last_couple_weeks depressed_last_couple completely day 1 0,10982 weight cases help sure showing feel_bit virus 2 0,12984 towards outlook within_last_two within_last depressed_within_last depressed_within positive_outlook 3 0,1218 ive keeps things_enjoy seen positivity feel_alone awake 4 0,11306 esteem missed self_esteem low_self dont_feel dont_feel_depressed many_things 5 0,10911 just_felt wants scared bring constant return pretending 6 0,10941 just_feel strong ongoing able back occasions_felt yesterday 7 0,11737 become wasting losing believe large felt_times whole_body 8 0,12134 tough get_dressed severity depressed_felt possible meaning think_past 9 0,12252 ever certainly uninterested almost problems worse_others uncertain 10 0,12487 covid_pandemic however someone due void sometimes_go sex 11 0,1205 prepared age able_partake_hobbies able_partake feel_fine virus_made office 12 0,11654 write worried aspects write_aspects either husband aspect 13 0,10335 everyday risk leave_house single given struggled_depression struggled 14 0,11545 struggled pain chronic asleep miss disease plans 15 0,12017 pain last_week going_walks find many lifestyle able_look 16 0,12237 present issue failure keeping interaction social_interaction throughout_day 17 0,09136 years depressive diagnosed ago major disorder least 18 0,13011 mental mental_health health poor sought appetite impacted_mental_health 19 1,85752 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20609] Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <950> LL/token: -10,88548 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <960> LL/token: -10,9103 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <970> LL/token: -10,92512 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <980> LL/token: -10,90357 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <990> LL/token: -10,89239 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: 0 0,11284 couple couple_weeks last_couple last_couple_weeks depressed_last_couple spent hope 1 0,1055 cases close just_want days_feel risk together point 2 0,13076 depressed_within within_last_two within_last towards combination towards_life terrible 3 0,11916 ive linked watch_tv hard_motivated mainly days_get hate 4 0,10973 made_feel best missed self_esteem esteem low_self_esteem small 5 0,11109 pain return new_normal despair missing comfortable higher 6 0,11294 particular recognise returning isolation strong depressed_although guess 7 0,12241 im become necessarily well_able shielding feeling_depressed whole_body 8 0,12194 level prepared spending constantly able_partake_hobbies days_better_others mistakes 9 0,12666 ever excited things_turn depressed_ever even_though turn work_negative 10 0,12296 gets need staying doctor sleep rest days 11 0,12251 happier poor next just_get know_long_last know_long nights 12 0,11807 aspects worried write_aspects strength specific write levels 13 0,10247 motivate get_bed_morning bed_morning deal get_bed sick going_back 14 0,10887 social leaves led goals pain living meet 15 0,12507 depression_something depressed_however dark impossible walks hit buy 16 0,11775 happens change sometimes_feeling failure understand may rather 17 0,09157 years depressive disorder symptoms depressive_disorder major_depressive major_depressive_disorder 18 0,13122 health mental mental_health poor sought certain impacted_mental_health 19 1,8691 depressed feel weeks last felt life depression Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel optimizeBeta INFORMATION: [beta: 0,20318] Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: <1000> LL/token: -10,88922 Nov. 08, 2024 7:06:59 NACHM. cc.mallet.topics.ParallelTopicModel estimate INFORMATION: Total time: 3 seconds [1] "The Model is saved in./results/seed_42/model.rds" [1] "The plots are saved in ./results/seed42/wordclouds" # A tibble: 3 × 4 ngram_type initial_count removed_count final_count 1 1-grams 1294 0 1294 2 2-grams 3466 415 3051 3 3-grams 3581 0 3581 [1] "The plots are saved in ./results/seed42/wordclouds" [ FAIL 0 | WARN 1 | SKIP 0 | PASS 77 ] [ FAIL 0 | WARN 1 | SKIP 0 | PASS 77 ] > > proc.time() user system elapsed 277.75 69.68 776.04