Random Forests Model Selection and Performance Evaluation


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Documentation for package ‘rfUtilities’ version 1.0-2

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multi.collinear Multi-collinearity test
rf.class.sensitivity Random Forests class-level sensitivity analysis
rf.classBalance Random Forest Class Balance (Zero Inflation Correction) Model
rf.crossValidation Random Forest Classification Model Cross-validation
rf.imp.freq Random Forest variable selection frequency
rf.modelSel Random Forest Model Selection
rf.partial.ci Random Forests regression partial dependency plot with confidence intervals
rf.partial.prob Random Forest probability scaled partial dependency plots
rf.significance Random Forest model significance test