Generate Bootstrap Prediction Intervals from a 'tidymodels' Workflow


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Documentation for package ‘workboots’ version 0.1.0

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predict_boots Fit and predict from a workflow using many bootstrap resamples.
predict_single_boot Fit a model and predict based on a single bootstrap resample
summarise_predictions Append a tibble of predictions returned by 'predict_boots()' with a prediction interval.
vi_boots Fit and estimate variable importance from a workflow using many bootstrap resamples.
vi_single_boot Fit a model and get the variable importance based on a single bootstrap resample