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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.
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Install
install.packages('rfUtilities')
Monthly Downloads
736
Version
1.0-2
License
GPL-3
Maintainer
Jeffrey S Evans
Last Published
September 29th, 2015
Functions in rfUtilities (1.0-2)
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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