Man pages for cvms
Cross-Validation for Model Selection

baselineCreate baseline evaluations
baseline_binomialCreate baseline evaluations for binary classification
baseline_gaussianCreate baseline evaluations for regression models
baseline_multinomialCreate baseline evaluations
binomial_metricsSelect metrics for binomial evaluation
combine_predictorsGenerate model formulas by combining predictors
compatible.formula.termsCompatible formula terms
confusion_matrixCreate a confusion matrix
cross_validateCross-validate regression models for model selection
cross_validate_fnCross-validate custom model functions for model selection
cvms-packagecvms: A package for cross-validating regression and...
evaluateEvaluate your model's performance
evaluate_residualsEvaluate residuals from a regression task
fontCreate a list of font settings for plots
gaussian_metricsSelect metrics for Gaussian evaluation
model_functionsExamples of model_fn functions
most_challengingFind the data points that were hardest to predict
multiclass_probability_tibbleGenerate a multiclass probability tibble
multinomial_metricsSelect metrics for multinomial evaluation
musiciansMusician groups
participant.scoresParticipant scores
plot_confusion_matrixPlot a confusion matrix
plot_metric_densityDensity plot for a metric
plot_probabilitiesPlot predicted probabilities
plot_probabilities_ecdfPlot ECDF for the predicted probabilities
precomputed.formulasPrecomputed formulas
predicted.musiciansPredicted musician groups
predict_functionsExamples of predict_fn functions
preprocess_functionsExamples of preprocess_fn functions
process_info_binomialA set of process information object constructors
reconstruct_formulasReconstruct model formulas from results tibbles
render_tocRender Table of Contents
select_definitionsSelect model definition columns
select_metricsSelect columns with evaluation metrics and model definitions
simplify_formulaSimplify formula with inline functions
summarize_metricsSummarize metrics with common descriptors
sum_tile_settingsCreate a list of settings for the sum tiles in...
update_hyperparametersCheck and update hyperparameters
validateValidate regression models on a test set
validate_fnValidate a custom model function on a test set
winesWine varieties
cvms documentation built on Sept. 11, 2024, 6:22 p.m.