* using log directory ‘/srv/hornik/tmp/CRAN_pretest/TidyML.Rcheck’ * using R Under development (unstable) (2025-05-28 r88250) * using platform: x86_64-pc-linux-gnu * R was compiled by Debian clang version 19.1.7 (3) Debian flang-new version 19.1.7 (3) * running under: Debian GNU/Linux 13 (trixie) * using session charset: UTF-8 * checking for file ‘TidyML/DESCRIPTION’ ... OK * this is package ‘TidyML’ version ‘0.1.0’ * package encoding: UTF-8 * checking CRAN incoming feasibility ... [3s/5s] NOTE Maintainer: ‘Javier Martínez García ’ New submission Possibly misspelled words in DESCRIPTION: KDD (18:55, 20:102, 28:94) TidyML (16:14, 22:87, 26:66) minimalistic (16:26) The Title field should be in title case. Current version is: ‘Machine Learning Modelling For Everyone’ In title case that is: ‘Machine Learning Modelling for Everyone’ The Description field should not start with the package name, 'This package' or similar. * checking package namespace information ... OK * checking package dependencies ... OK * checking if this is a source package ... OK * checking if there is a namespace ... OK * checking for executable files ... OK * checking for hidden files and directories ... NOTE Found the following hidden files and directories: .github These were most likely included in error. See section ‘Package structure’ in the ‘Writing R Extensions’ manual. CRAN-pack does not know about .github * checking for portable file names ... OK * checking for sufficient/correct file permissions ... OK * checking serialization versions ... OK * checking whether package ‘TidyML’ can be installed ... [4s/4s] OK * checking package directory ... OK * checking for future file timestamps ... OK * checking DESCRIPTION meta-information ... OK * checking top-level files ... NOTE Non-standard file/directory found at top level: ‘README.html’ * checking for left-over files ... OK * checking index information ... OK * checking package subdirectories ... NOTE Problems with news in ‘NEWS.md’: No news entries found. * checking code files for non-ASCII characters ... OK * checking R files for syntax errors ... OK * checking whether the package can be loaded ... [0s/0s] OK * checking whether the package can be loaded with stated dependencies ... [0s/0s] OK * checking whether the package can be unloaded cleanly ... [0s/0s] OK * checking whether the namespace can be loaded with stated dependencies ... [0s/0s] OK * checking whether the namespace can be unloaded cleanly ... [0s/0s] OK * checking loading without being on the library search path ... [0s/0s] OK * checking whether startup messages can be suppressed ... [0s/0s] OK * checking use of S3 registration ... OK * checking dependencies in R code ... OK * checking S3 generic/method consistency ... OK * checking replacement functions ... OK * checking foreign function calls ... OK * checking R code for possible problems ... [5s/5s] NOTE modify_datasets: no visible binding for global variable ‘tidy_object’ olden_barplot: no visible binding for global variable ‘variable’ olden_barplot: no visible binding for global variable ‘importance’ one_hot_predictors: no visible global function definition for ‘all_of’ plot2: no visible binding for global variable ‘variable’ plot2: no visible binding for global variable ‘importance’ plot_barplot: no visible binding for global variable ‘Importance’ plot_barplot: no visible binding for global variable ‘Variable’ plot_barplot: no visible binding for global variable ‘StDev’ plot_beeswarm: no visible binding for global variable ‘value’ plot_beeswarm: no visible binding for global variable ‘variable’ plot_beeswarm: no visible binding for global variable ‘val_color’ plot_boxplot: no visible binding for global variable ‘variable’ plot_boxplot: no visible binding for global variable ‘value’ plot_calibration_curve_binary: no visible global function definition for ‘sym’ plot_calibration_curve_binary: no visible binding for global variable ‘data_set’ plot_calibration_curve_binary: no visible binding for global variable ‘y’ plot_calibration_curve_binary: no visible binding for global variable ‘prob_pred’ plot_calibration_curve_binary: no visible binding for global variable ‘prob_observed’ plot_conf_mat: no visible binding for global variable ‘y’ plot_conf_mat: no visible binding for global variable ‘.pred_class’ plot_dist_probs_binary: no visible binding for global variable ‘data_set’ plot_dist_probs_binary: no visible binding for global variable ‘y’ plot_dist_probs_multiclass: no visible binding for global variable ‘data_set’ plot_dist_probs_multiclass: no visible binding for global variable ‘.pred_class’ plot_dist_probs_multiclass: no visible binding for global variable ‘Class’ plot_dist_probs_multiclass: no visible binding for global variable ‘Probability’ plot_dist_probs_multiclass: no visible binding for global variable ‘y’ plot_gain_curve_binary: no visible binding for global variable ‘data_set’ plot_gain_curve_binary: no visible binding for global variable ‘y’ plot_gain_curve_multiclass: no visible binding for global variable ‘data_set’ plot_gain_curve_multiclass: no visible binding for global variable ‘y’ plot_lift_curve_binary: no visible binding for global variable ‘data_set’ plot_lift_curve_binary: no visible binding for global variable ‘y’ plot_lift_curve_multiclass: no visible binding for global variable ‘data_set’ plot_lift_curve_multiclass: no visible binding for global variable ‘y’ plot_pr_curve_binary: no visible binding for global variable ‘data_set’ plot_pr_curve_binary: no visible binding for global variable ‘y’ plot_pr_curve_multiclass: no visible binding for global variable ‘data_set’ plot_pr_curve_multiclass: no visible binding for global variable ‘y’ plot_residuals_density: no visible binding for global variable ‘y’ plot_residuals_density: no visible binding for global variable ‘.pred’ plot_residuals_density: no visible binding for global variable ‘error’ plot_residuals_density: no visible binding for global variable ‘density’ plot_roc_curve_binary: no visible binding for global variable ‘data_set’ plot_roc_curve_binary: no visible binding for global variable ‘y’ plot_roc_curve_multiclass: no visible binding for global variable ‘data_set’ plot_roc_curve_multiclass: no visible binding for global variable ‘y’ plot_scatter: no visible binding for global variable ‘y’ plot_scatter: no visible binding for global variable ‘.pred’ plot_tuning_results: no visible binding for global variable ‘.’ plot_tuning_results: no visible binding for global variable ‘search_res’ preprocessing: no visible global function definition for ‘all_of’ show_results: no visible binding for global variable ‘data_set’ show_results: no visible binding for global variable ‘Class’ sobol_calc: no visible global function definition for ‘rnorm’ sobol_plot: no visible binding for global variable ‘S1’ sobol_plot: no visible binding for global variable ‘ST’ sobol_plot: no visible binding for global variable ‘value’ sobol_plot: no visible binding for global variable ‘variable’ sobol_plot: no visible binding for global variable ‘type’ sobol_plot: no visible binding for global variable ‘se’ sobol_plot: no visible binding for global variable ‘label’ standarize_predictors: no visible global function definition for ‘all_of’ summary_binary : : no visible binding for global variable ‘y’ summary_binary : : no visible binding for global variable ‘.pred_class’ summary_multiclass_average : : no visible binding for global variable ‘y’ summary_multiclass_average : : no visible binding for global variable ‘.pred_class’ summary_multiclass_per_class : : : no visible binding for global variable ‘truth’ summary_multiclass_per_class : : : no visible binding for global variable ‘estimate’ summary_multiclass_per_class : : : no visible binding for global variable ‘prob_estimate’ summary_regression : : no visible binding for global variable ‘y’ summary_regression : : no visible binding for global variable ‘.pred’ Undefined global functions or variables: . .pred .pred_class Class Importance Probability S1 ST StDev Variable all_of data_set density error estimate importance label prob_estimate prob_observed prob_pred rnorm se search_res sym tidy_object truth type val_color value variable y Consider adding importFrom("stats", "density", "rnorm") to your NAMESPACE file. * checking Rd files ... [0s/0s] OK * checking Rd metadata ... OK * checking Rd line widths ... NOTE Rd file 'build_model.Rd': \examples lines wider than 100 characters: formula = psych_well_bin ~ depression + emot_intel + resilience + life_sat, Rd file 'fine_tuning.Rd': \examples lines wider than 100 characters: formula = psych_well_bin ~ depression + emot_intel + resilience + life_sat, Rd file 'show_results.Rd': \examples lines wider than 100 characters: # Display summary metrics, ROC curve, and confusion matrix for a classification model with test partition # Display summary metrics, scatter plot of predictions, and residuals distribution for a regression model These lines will be truncated in the PDF manual. * checking Rd cross-references ... OK * checking for missing documentation entries ... OK * checking for code/documentation mismatches ... OK * checking Rd \usage sections ... OK * checking Rd contents ... OK * checking for unstated dependencies in examples ... OK * checking contents of ‘data’ directory ... OK * checking data for non-ASCII characters ... [0s/0s] OK * checking LazyData ... OK * checking data for ASCII and uncompressed saves ... OK * checking examples ... [69s/68s] NOTE Examples with CPU (user + system) or elapsed time > 5s user system elapsed fine_tuning 28.470 0.410 28.573 sensitivity_analysis 27.511 0.625 26.934 show_results 8.818 0.027 8.851 * checking for unstated dependencies in ‘tests’ ... OK * checking tests ... [25s/24s] OK Running ‘testthat.R’ [25s/24s] * checking PDF version of manual ... [2s/2s] OK * checking HTML version of manual ... [0s/0s] OK * checking for non-standard things in the check directory ... OK * checking for detritus in the temp directory ... OK * DONE Status: 7 NOTEs