Installation | Example | Features | Calculating cutpoints | Method functions for cutpoint estimation | Metric functions | Separate subgroups and bootstrapping | Parallelized bootstrapping | Additional features | Finding all cutpoints with acceptable performance | Manual and mean / median cutpoints | Nonstandard evaluation via tidyeval | Midpoints

More robust cutpoint estimation methods | Bootstrapped cutpoints | LOESS smoothing for selecting a cutpoint | Smoothing via Generalized Additive Models for selecting a cutpoint | Parametric method assuming normality | Nonparametric kernel method

Determine optimal cutpoints | Without bootstrapping: maximize_metric | Bootstrap cutpoints: maximize_boot_metric | Validate cutpoint optimization with bootstrapping | maximize_metric | maximize_boot_metric

Flexible plotting function | Manual plotting

Calculating only the ROC curve | ROC curve and optimal cutpoint for multiple variables | Accessing data, roc_curve, and boot | Adding metrics to the result of cutpointr() or roc()

User-defined functions | method | metric