Cross-Validation for Model Selection


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Documentation for package ‘cvms’ version 0.3.2

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baseline Create baseline evaluations
combine_predictors Generate model formulas by combining predictors
compatible.formula.terms Compatible formula terms
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 classification models
cv_plot Wrapper for plotting common plots using ggplot2
evaluate Evaluate your model's performance
generate_formulas Generate model formulas by combining predictors
multiclass_probability_tibble Generate a multiclass probability tibble
participant.scores Participant scores
precomputed.formulas Precomputed formulas
reconstruct_formulas Reconstruct model formulas from results tibbles
select_metrics Select columns with evaluation metrics and model definitions.
validate Validate regression models on a test set