Package: classifierplots 1.4.0

Aaron Defazio

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!

Authors:Aaron Defazio [aut, cre], Huw Campbell [aut]

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classifierplots.pdf |classifierplots.html✨
classifierplots/json (API)

Peer review:

Bug tracker:https://github.com/adefazio/classifierplots/issues

On CRAN:

13 exports 49 stars 3.19 score 82 dependencies 1 mentions 13 scripts 296 downloads

Last updated 4 years agofrom:6d2484899c. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:accuracy_plotcalibration_plotclassifierplotsclassifierplots_folderdensity_plotlift_plotnotation_key_plotpositives_plotprecision_plotpropensity_plotrecall_plotroc_plotsigmoid

Dependencies:bitopscaretcaToolsclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergplotsgridExtragtablegtoolshardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpngpROCprodlimprogressrproxypurrrR6RColorBrewerRcpprecipesreshape2rlangROCRrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr