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The libml package

License: GPL-3

Overview

The libml package contains general functions necessary for the analysis of biomarker data via statistical and machine learning techniques, calculating KS distances, random forest, k-fold cross-validation, classification performance, and ROC plotting.


Custom Installation

remotes::install_github("libml")

Usage

To load libml simply make a call to library() as usual:

library(libml)

Help summary of the package

library(help = libml)

Notes about the package

  • The libml package is easy to use.
  • There is some cool stuff we can do.

LICENSE

About

The libml package contains general functions necessary for the fitting and performance evaluation of machine learning models. Examples include cross-validation, model comparison, univariate statistics, random forest, classification performance, and ROC.

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