Rdocumentation
powered by
Learn R Programming
⚠️
There's a newer version (2.1-5) of this package.
Take me there.
rfUtilities (version 1.0-2)
Random Forests Model Selection and Performance Evaluation
Description
Utilities for Random Forest model selection, class balance correction, significance test, cross validation and partial dependency plots.
Copy Link
Link to current version
Version
Version
2.1-5
2.1-4
2.1-3
2.1-2
2.1-1
2.1-0
2.0-1
2.0-0
1.0-2
1.0-1
Install
install.packages('rfUtilities')
Monthly Downloads
109
Version
1.0-2
License
GPL-3
Maintainer
Jeffrey S Evans
Last Published
September 29th, 2015
Functions in rfUtilities (1.0-2)
Search all functions
rf.modelSel
Random Forest Model Selection
rf.imp.freq
Random Forest variable selection frequency
multi.collinear
Multi-collinearity test
rf.partial.ci
Random Forests regression partial dependency plot with confidence intervals
rf.crossValidation
Random Forest Classification Model Cross-validation
rf.class.sensitivity
Random Forests class-level sensitivity analysis
rf.significance
Random Forest model significance test
rf.partial.prob
Random Forest probability scaled partial dependency plots
rf.classBalance
Random Forest Class Balance (Zero Inflation Correction) Model