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forestControl (version 0.2.2)

Approximate False Positive Rate Control in Selection Frequency for Random Forest

Description

Approximate false positive rate control in selection frequency for random forest using the methods described by Ender Konukoglu and Melanie Ganz (2014) . Methods for calculating the selection frequency threshold at false positive rates and selection frequency false positive rate feature selection.

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Install

install.packages('forestControl')

Monthly Downloads

193

Version

0.2.2

License

MIT + file LICENSE

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Maintainer

Tom Wilson

Last Published

February 9th, 2022

Functions in forestControl (0.2.2)

selection_freqs

Variable Selection Frequencies
fpr_fs

False Postivie Rate Feature Selection
forestControl-package

False Positive Rate Control in Selection Frequency for Random Forest
sft

Selection Frequency Threshold
extract_params

Extract forest parameters