Package: ConfusionTableR 1.0.4
Gary Hutson
ConfusionTableR: Confusion Matrix Toolset
Takes the outputs of a 'caret' confusion matrix and allows for the quick conversion of these list items to lists. The intended usage is to allow the tool to work with the outputs of machine learning classification models. This tool works with classification problems for binary and multi-classification problems and allows for the record level conversion of the confusion matrix outputs. This is useful, as it allows quick conversion of these objects for storage in database systems and to track ML model performance over time. Traditionally, this approach has been used for highlighting model representation and feature slippage.
Authors:
ConfusionTableR_1.0.4.tar.gz
ConfusionTableR_1.0.4.tar.gz(r-4.5-noble)ConfusionTableR_1.0.4.tar.gz(r-4.4-noble)
ConfusionTableR_1.0.4.tgz(r-4.4-emscripten)ConfusionTableR_1.0.4.tgz(r-4.3-emscripten)
ConfusionTableR.pdf |ConfusionTableR.html✨
ConfusionTableR/json (API)
NEWS
# Install 'ConfusionTableR' in R: |
install.packages('ConfusionTableR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:596e01f9cb. Checks:OK: 1 NOTE: 1. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 17 2024 |
R-4.5-linux | NOTE | Oct 17 2024 |
Exports:binary_class_cmbinary_visualiseRdummy_encodermulti_class_cm
Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfurrrfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcpprecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Binary Confusion Matrix data frame | binary_class_cm |
Binary Visualiser - A Binary Confusion Matrix Visual | binary_visualiseR |
Dummy Encoder function to encode multiple columns at once | dummy_encoder |
Multiple Confusion Matrix data frame | multi_class_cm |