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classifierplots: Generates a Visualization of Classifier Performance as a Grid of Diagnostic Plots

Generates a visualization of binary classifier performance as a grid of diagnostic plots with just one function call. Includes ROC curves, prediction density, accuracy, precision, recall and calibration plots, all using ggplot2 for easy modification. Debug your binary classifiers faster and easier!

Version: 1.4.0
Depends: R (≥ 3.1), ggplot2 (≥ 2.2), data.table (≥ 1.10)
Imports: Rcpp (≥ 0.12), grid, ROCR, caret, gridExtra (≥ 2.2), stats, utils, png
Suggests: testthat
Published: 2020-10-13
DOI: 10.32614/CRAN.package.classifierplots
Author: Aaron Defazio [aut, cre], Huw Campbell [aut]
Maintainer: Aaron Defazio <aaron.defazio at gmail.com>
BugReports: https://github.com/adefazio/classifierplots/issues
License: BSD 3-clause License + file LICENSE
URL: https://github.com/adefazio/classifierplots
NeedsCompilation: no
CRAN checks: classifierplots results

Documentation:

Reference manual: classifierplots.pdf

Downloads:

Package source: classifierplots_1.4.0.tar.gz
Windows binaries: r-devel: classifierplots_1.4.0.zip, r-release: classifierplots_1.4.0.zip, r-oldrel: classifierplots_1.4.0.zip
macOS binaries: r-release (arm64): classifierplots_1.4.0.tgz, r-oldrel (arm64): classifierplots_1.4.0.tgz, r-release (x86_64): classifierplots_1.4.0.tgz, r-oldrel (x86_64): classifierplots_1.4.0.tgz
Old sources: classifierplots archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.