R Under development (unstable) (2026-02-14 r89420 ucrt) -- "Unsuffered Consequences" Copyright (C) 2026 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(psvmSDR) > > test_check("psvmSDR") --- Nonlinear Principal SDR (kernel) --- Loss: svm | n: 200 | p: 5 | Basis (b): 66 | Mode: kernel Lambda: 1 | Eta: 0.1 | Max.iter: 100 Cutpoints: 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9 Eigenvalues (first 5): 368.3897, 0.2439, 0.1892, 0.0401, 0.0303 Eigenvectors (columns are SDR directions): [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [1,] 0.0861 -0.0522 -0.2057 0.1430 -0.0136 0.0856 -0.1480 -0.2157 0.0923 [2,] -0.0276 0.0344 -0.0058 0.0145 -0.1191 -0.0287 0.0040 -0.0190 0.0818 [3,] 0.1064 0.1587 -0.0384 0.0726 -0.1737 0.1242 0.1536 -0.0601 0.0468 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[,64] [,65] [,66] [1,] 0.0000 -0.1880 0.0000 [2,] -0.0917 0.2287 0.0218 [3,] 0.2031 0.0070 -0.0833 [4,] 0.2591 -0.2305 0.0335 [5,] -0.2479 -0.0415 -0.3043 [6,] -0.0327 0.1530 0.0668 [7,] 0.1593 -0.0788 -0.1364 [8,] -0.1698 -0.1173 -0.1395 [9,] -0.0749 -0.0920 -0.1272 [10,] 0.0974 -0.0032 -0.1376 [11,] -0.1950 0.0878 -0.7568 [12,] -0.0063 -0.0551 0.0558 [13,] 0.0054 -0.0425 0.0207 [14,] -0.5376 0.0988 0.1719 [15,] -0.2917 -0.1512 0.0901 [16,] -0.0331 0.0124 0.0885 [17,] 0.0450 -0.0060 -0.0443 [18,] 0.0590 0.0134 -0.0234 [19,] 0.0064 0.0688 -0.0564 [20,] -0.1916 -0.0245 0.1180 [21,] -0.2143 -0.0840 0.0773 [22,] 0.0697 -0.0035 0.0265 [23,] -0.0266 0.0185 0.0029 [24,] -0.1522 -0.3702 -0.0901 [25,] 0.0110 0.0392 -0.0320 [26,] 0.0371 -0.0489 0.0481 [27,] -0.0801 -0.0011 0.0266 [28,] 0.1125 -0.1639 -0.0150 [29,] 0.0433 -0.0663 -0.0259 [30,] -0.0454 0.1075 -0.0063 [31,] -0.0039 -0.1188 0.1007 [32,] -0.0037 -0.0179 -0.0211 [33,] -0.0123 0.0076 -0.0152 [34,] -0.0237 -0.0248 0.0572 [35,] -0.0411 0.2818 -0.0081 [36,] -0.0346 -0.0872 -0.0055 [37,] -0.0547 0.0387 -0.0730 [38,] 0.0200 -0.0169 0.0122 [39,] 0.0174 -0.0894 0.0169 [40,] 0.0660 0.2299 0.0477 [41,] 0.0561 -0.0258 -0.0362 [42,] -0.0791 -0.1254 0.0840 [43,] 0.1881 -0.0263 0.0719 [44,] 0.0464 0.0920 -0.0252 [45,] 0.1198 0.1406 -0.0628 [46,] 0.0504 0.0118 -0.0180 [47,] 0.0076 0.0547 -0.0073 [48,] -0.0149 0.0977 0.0089 [49,] -0.0117 -0.0241 0.0435 [50,] 0.0058 -0.0129 0.0530 [51,] 0.0036 -0.0800 0.0318 [52,] 0.0861 0.1301 -0.1689 [53,] -0.0470 -0.1049 0.0769 [54,] 0.0667 0.1492 -0.0387 [55,] -0.2825 0.1878 0.1368 [56,] 0.0444 0.4064 0.1732 [57,] 0.0708 0.1425 -0.0573 [58,] -0.0359 0.1766 -0.1043 [59,] -0.0736 -0.0617 0.0342 [60,] -0.0124 0.0444 -0.0324 [61,] -0.0800 -0.1410 0.0338 [62,] 0.0351 -0.0265 -0.0301 [63,] -0.0346 0.0390 0.0440 [64,] 0.0279 -0.0525 0.0872 [65,] -0.0320 0.0176 -0.0114 [66,] 0.0484 0.0237 -0.0264 --- Principal Sufficient Dimension Reduction (linear) --- Loss: svm | n: 200 p: 5 | Response: continuous Lambda: 1 | Eta: 0.1 | Max.iter: 100 | Converged: TRUE Eigenvalues (first 5): 0.1702, 0.0058, 0.0013, 3e-04, 1e-04 Eigenvectors (columns are SDR directions): [,1] [,2] [,3] [,4] [,5] [1,] 0.9948 -0.0845 0.0502 0.0214 -0.0141 [2,] -0.0910 -0.9651 0.1157 0.0041 -0.2165 [3,] -0.0003 -0.1999 0.0680 -0.3255 0.9217 [4,] -0.0446 0.1016 0.9333 0.3339 0.0711 [5,] -0.0069 -0.1055 -0.3291 0.8843 0.3137 --- Principal Sufficient Dimension Reduction (linear) --- Loss: svm | n: 200 p: 5 | Response: continuous Lambda: 1 | Eta: 0.1 | Max.iter: 100 | Converged: TRUE Eigenvalues (first 5): 0.0839, 0.0025, 5e-04, 1e-04, 0 Eigenvectors (columns are SDR directions): [,1] [,2] [,3] [,4] [,5] [1,] 0.9904 -0.0736 -0.0818 0.0580 0.0607 [2,] -0.1028 -0.8983 -0.2120 -0.0649 0.3650 [3,] 0.0142 -0.2285 -0.4195 -0.2409 -0.8448 [4,] -0.0902 0.2295 -0.7893 0.5341 0.1760 [5,] -0.0156 -0.2876 0.3866 0.8057 -0.3442 --- Real-time Principal SDR (linear) --- Loss: lssvm | N: 900 | p: 5 | Mode: realtime H: 8 | lambda: 1 Eigenvalues (first 5): 0.5316, 0.0616, 4e-04, 2e-04, 1e-04 Eigenvectors (columns are SDR directions): [,1] [,2] [,3] [,4] [,5] [1,] 0.9952 0.0134 0.0876 0.0183 0.0384 [2,] 0.0139 -0.9995 -0.0081 -0.0226 0.0172 [3,] -0.0636 -0.0154 0.3687 0.8277 0.4180 [4,] -0.0530 -0.0134 0.8523 -0.1296 -0.5038 [5,] 0.0511 -0.0217 -0.3604 0.5452 -0.7548 === Summary of rtpsdr Object === Loss: lssvm | N: 900 | p: 5 | Mode: realtime H: 8 | lambda: 1 cutpoints: 0.125, 0.25, 0.375, 0.5, 0.625, 0.75, 0.875 --- Eigen Decomposition of Working Matrix (M) --- Top eigenvalues (up to 10): [1] 0.5316 0.0616 0.0004 0.0002 0.0001 Estimated Eigenvectors (columns = central subspace basis): [,1] [,2] [,3] [,4] [,5] [1,] 0.9952 0.0134 0.0876 0.0183 0.0384 [2,] 0.0139 -0.9995 -0.0081 -0.0226 0.0172 [3,] -0.0636 -0.0154 0.3687 0.8277 0.4180 [4,] -0.0530 -0.0134 0.8523 -0.1296 -0.5038 [5,] 0.0511 -0.0217 -0.3604 0.5452 -0.7548 [ FAIL 0 | WARN 0 | SKIP 3 | PASS 0 ] ══ Skipped tests (3) ═══════════════════════════════════════════════════════════ • empty test (3): , , [ FAIL 0 | WARN 0 | SKIP 3 | PASS 0 ] > > proc.time() user system elapsed 4.23 0.60 4.82