Resampling Methods

initial_split training testing

Simple Training/Test Set Splitting

bootstraps

Bootstrap Sampling

vfold_cv

V-Fold Cross-Validation

loo_cv

Leave-One-Out Cross-Validation

mc_cv

Monte Carlo Cross-Validation

group_vfold_cv

Group V-Fold Cross-Validation

rolling_origin

Rolling Origin Forecast Resampling

nested_cv

Nested or Double Resampling

apparent

Sampling for the Apparent Error Rate

Utilities

as.data.frame analysis assessment

Convert an `rsplit` object to a data frame

tidy

Tidy Resampling Object

make_strata

Create or Modify Stratification Variables

complement

Determine the Assessment Samples

fill

Add Assessment Indicies

form_pred

Extract Predictor Names from Formula or Terms

prepper

Wrapper Function for Preparing Recipes

Data

attrition

Job Attrition