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-package | 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 |
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