Random Forests Model Selection and Performance Evaluation


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Documentation for package ‘rfUtilities’ version 1.0-1

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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.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