cutpointr swMATH ID: 40263 Software Authors: Christian Thiele Description: R package cutpointr: Determine and Evaluate Optimal Cutpoints in Binary Classification Tasks. Estimate cutpoints that optimize a specified metric in binary classification tasks and validate performance using bootstrapping. Some methods for more robust cutpoint estimation are supported, e.g. a parametric method assuming normal distributions, bootstrapped cutpoints, and smoothing of the metric values per cutpoint using Generalized Additive Models. Various plotting functions are included. For an overview of the package see Thiele and Hirschfeld (2021) <doi:10.18637/jss.v098.i11>. Homepage: https://cran.r-project.org/web/packages/cutpointr/index.html Source Code: https://github.com/cran/cutpointr Dependencies: R Keywords: R; R package; Journal of Statistical Software; optimal cutpoint; ROC curve; bootstrap Related Software: tidyr; microbenchmark; snow; doRNG; foreach; rlang; KernSmooth; fANCOVA; mgcv; pROC; ROCR; ThresholdROC; GsymPoint; OptimalCutpoints; tidyverse; R Cited in: 0 Documents Standard Articles 1 Publication describing the Software Year cutpointr: Improved Estimation and Validation of Optimal Cutpoints in R Link Christian Thiele; Gerrit Hirschfeld 2021