Files in LudvigOlsen/cvms

Cross-Validation for Model Selection

.Rbuildignore

.github/workflows/R-check-depends-only.yaml

.github/workflows/R-check.yaml

.github/workflows/codecov.yaml

.github/workflows/lint.yaml

.gitignore

DESCRIPTION

LICENSE

NAMESPACE

NEWS.md R/baseline.R R/baseline_binomial.R R/baseline_gaussian.R R/baseline_multinomial.R R/baseline_wrappers.R R/call_validate.R R/choosing_metrics_functions.R R/combine_predictors.R R/combine_predictors_prepare_args.R R/computational_grid.R R/confusion_matrix.R R/cross_validate.R R/cross_validate_fn.R R/cross_validate_list.R R/data_documentation.R R/evaluate.R R/evaluate_predictions_binomial.R R/evaluate_predictions_gaussian.R R/evaluate_predictions_multinomial.R R/evaluate_residuals.R R/extract_model_effects.R R/extract_probabilities_of.R R/extract_special_fn_specific_hparams.R R/fit_model.R R/fit_predict_model_fn.R R/get_nested_model_coefficients.R R/helpers.R R/internal_evaluate_model.R R/internal_evaluate_predictions.R R/metrics.R R/model_functions.R R/most_challenging.R R/multiclass_probability_tibble.R R/nesting_predictions.R R/package_info.R R/plot_confusion_matrix.R R/plot_metric_density.R R/plot_probabilities.R R/plot_probabilities_ecdf.R R/plot_probability_violins.R R/plotting_utilities.R R/predict_functions.R R/prepare_evaluation.R R/prepare_train_test.R R/preprocess_functions.R R/process_info.R R/reconstruct_formulas.R R/run_model_fitting.R R/run_prediction_process.R R/run_quietly.R R/select_definitions.R R/select_metrics.R R/set_info_cols.R R/set_metrics.R R/simplify_formula.R R/softmax.R R/summarize_metrics.R R/table_of_content_markdown.R R/update_hyperparameters.R R/update_model_specifics.R R/validate.R R/validate_fn.R R/validate_fold.R R/validate_list.R README.Rmd README.md

appveyor.yml

cran-comments.md

cvms.Rproj

data-raw/combine_predictors_table.R data-raw/generated_musicians.R data-raw/precomputed_formulas_table.R

data/compatible.formula.terms.rda

data/musicians.rda

data/participant.scores.rda

data/precomputed.formulas.rda

data/predicted.musicians.rda

data/wines.rda

inst/images/caret_back_sharp.svg

inst/images/caret_down_sharp.svg

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inst/images/caret_up_sharp.svg

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inst/images/square_overlay_6.png

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inst/vignette_data/bootstrapped_cv_picking_k.rda

inst/vignette_data/cv_iris_picking_k.rda

inst/vignette_data/folded_iris_picking_k.rda

man/baseline.Rd man/baseline_binomial.Rd man/baseline_gaussian.Rd man/baseline_multinomial.Rd man/binomial_metrics.Rd man/combine_predictors.Rd man/compatible.formula.terms.Rd man/confusion_matrix.Rd man/cross_validate.Rd man/cross_validate_fn.Rd man/cvms-package.Rd man/evaluate.Rd man/evaluate_residuals.Rd

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man/figures/lifecycle-archived.svg

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man/figures/lifecycle-maturing.svg

man/figures/lifecycle-questioning.svg

man/figures/lifecycle-retired.svg

man/figures/lifecycle-soft-deprecated.svg

man/figures/lifecycle-stable.svg

man/font.Rd man/gaussian_metrics.Rd man/model_functions.Rd man/most_challenging.Rd man/multiclass_probability_tibble.Rd man/multinomial_metrics.Rd man/musicians.Rd man/participant.scores.Rd man/plot_confusion_matrix.Rd man/plot_metric_density.Rd man/plot_probabilities.Rd man/plot_probabilities_ecdf.Rd man/precomputed.formulas.Rd man/predict_functions.Rd man/predicted.musicians.Rd man/preprocess_functions.Rd man/process_info_binomial.Rd man/reconstruct_formulas.Rd man/render_toc.Rd man/select_definitions.Rd man/select_metrics.Rd man/simplify_formula.Rd man/sum_tile_settings.Rd man/summarize_metrics.Rd man/update_hyperparameters.Rd man/validate.Rd man/validate_fn.Rd man/wines.Rd

revdep/.cache.rds

revdep/README.md revdep/failures.md revdep/problems.md tests/testthat.R tests/testthat/test_baseline.R tests/testthat/test_choosing_metrics.R tests/testthat/test_combine_predictors.R tests/testthat/test_compational_grid.R tests/testthat/test_confusion_matrix.R tests/testthat/test_cross_validate.R tests/testthat/test_cross_validate_fn.R tests/testthat/test_evaluate.R tests/testthat/test_evaluate_residuals.R tests/testthat/test_example_functions.R tests/testthat/test_helpers.R tests/testthat/test_metrics.R tests/testthat/test_most_challenging.R tests/testthat/test_multiclass_probability_tibble.R tests/testthat/test_parallelization.R tests/testthat/test_plotting_functions.R tests/testthat/test_reconstruct_formulas.R tests/testthat/test_select_definitions.R tests/testthat/test_select_metrics.R tests/testthat/test_set_metrics.R tests/testthat/test_simplify_formula.R tests/testthat/test_softmax.R tests/testthat/test_summarize_metrics.R tests/testthat/test_update_hyperparameters.R tests/testthat/test_validate.R tests/testthat/test_validate_fn.R

vignettes/.gitignore

vignettes/Creating_a_confusion_matrix.Rmd vignettes/available_metrics.Rmd vignettes/cross_validating_custom_functions.Rmd vignettes/evaluate_by_id.Rmd

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vignettes/picking_the_number_of_folds_for_cross-validation.Rmd

vignettes/styles.css

LudvigOlsen/cvms documentation built on March 2, 2024, 1:54 p.m.