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ConfusionTableR (version 1.0.4)

Confusion Matrix Toolset

Description

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.

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Version

Install

install.packages('ConfusionTableR')

Monthly Downloads

264

Version

1.0.4

License

MIT + file LICENSE

Maintainer

Gary Hutson

Last Published

December 1st, 2021

Functions in ConfusionTableR (1.0.4)

binary_visualiseR

Binary Visualiser - A Binary Confusion Matrix Visual
multi_class_cm

Multiple Confusion Matrix data frame
dummy_encoder

Dummy Encoder function to encode multiple columns at once
binary_class_cm

Binary Confusion Matrix data frame