cutpointr

Determine and Evaluate Optimal Cutpoints in Binary Classification Tasks

v1.2.1 · Jun 13, 2025 · GPL-3

Description

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>.

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CRAN Check Status

14 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	343s
r-devel-linux-x86_64-debian-gcc	OK	221.7s
r-devel-linux-x86_64-fedora-clang	OK	515.2s
r-devel-linux-x86_64-fedora-gcc	OK	596.7s
r-devel-macos-arm64	OK	84s
r-devel-windows-x86_64	OK	416s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	346s
r-oldrel-windows-x86_64	OK	558s
r-patched-linux-x86_64	OK	325.3s
r-release-linux-x86_64	OK	316s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	360s
r-release-windows-x86_64	OK	402s

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (2)

imports

FCO predictNMB

Dependency Network

Version History

new 1.2.1 Mar 10, 2026

updated 1.2.1 ← 1.2.0 diff Jun 12, 2025

updated 1.2.0 ← 1.1.2 diff Dec 9, 2024

updated 1.1.2 ← 1.1.1 diff Apr 12, 2022

updated 1.1.1 ← 1.1.0 diff Jun 28, 2021

updated 1.1.0 ← 1.0.32 diff Feb 14, 2021

updated 1.0.32 ← 1.0.2 diff Jun 18, 2020

updated 1.0.2 ← 1.0.1 diff Apr 13, 2020

updated 1.0.1 ← 1.0.0 diff Dec 17, 2019

updated 1.0.0 ← 0.7.6 diff Sep 16, 2019

updated 0.7.6 ← 0.7.4 diff Mar 26, 2019

updated 0.7.4 ← 0.7.3 diff Aug 30, 2018

updated 0.7.3 ← 0.7.2 diff Apr 12, 2018

new 0.7.2 Mar 20, 2018