Man pages for cvms
Cross-Validation for Model Selection
| baseline | Create baseline evaluations |
| baseline_binomial | Create baseline evaluations for binary classification |
| baseline_gaussian | Create baseline evaluations for regression models |
| baseline_multinomial | Create baseline evaluations |
| binomial_metrics | Select metrics for binomial evaluation |
| combine_predictors | Generate model formulas by combining predictors |
| compatible.formula.terms | Compatible formula terms |
| confusion_matrix | Create a confusion matrix |
| cross_validate | Cross-validate regression models for model selection |
| cross_validate_fn | Cross-validate custom model functions for model selection |
| cvms | cvms: A package for cross-validating regression and... |
| evaluate | Evaluate your model's performance |
| evaluate_residuals | Evaluate residuals from a regression task |
| font | Create a list of font settings for plots |
| gaussian_metrics | Select metrics for Gaussian evaluation |
| model_functions | Examples of model_fn functions |
| most_challenging | Find the data points that were hardest to predict |
| multiclass_probability_tibble | Generate a multiclass probability tibble |
| multinomial_metrics | Select metrics for multinomial evaluation |
| musicians | Musician groups |
| participant.scores | Participant scores |
| plot_confusion_matrix | Plot a confusion matrix |
| plot_metric_density | Density plot for a metric |
| plot_probabilities | Plot predicted probabilities |
| plot_probabilities_ecdf | Plot ECDF for the predicted probabilities |
| precomputed.formulas | Precomputed formulas |
| predicted.musicians | Predicted musician groups |
| predict_functions | Examples of predict_fn functions |
| preprocess_functions | Examples of preprocess_fn functions |
| process_info_binomial | A set of process information object constructors |
| reconstruct_formulas | Reconstruct model formulas from results tibbles |
| render_toc | Render Table of Contents |
| select_definitions | Select model definition columns |
| select_metrics | Select columns with evaluation metrics and model definitions |
| simplify_formula | Simplify formula with inline functions |
| summarize_metrics | Summarize metrics with common descriptors |
| sum_tile_settings | Create a list of settings for the sum tiles in... |
| update_hyperparameters | Check and update hyperparameters |
| validate | Validate regression models on a test set |
| validate_fn | Validate a custom model function on a test set |
| wines | Wine varieties |
