Estimate Permutation p-Values for Random Forest Importance Metrics


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Documentation for package ‘rfPermute’ version 2.1.1

Help Pages

classConfInt Classification Confidence Intervals
clean.rf.data Clean Random Forest Input Data
confusionMatrix Confusion Matrix
exptd.err.rate Expected Error Rate
impHeatmap Importance Heatmap
pctCorrect Percent Correctly Classified
plot.rfPermute Plot Random Forest Importance Null Distributions.
plot.rp.importance Plot Random Forest Importance Distributions.
plotVotes Vote Distribution
proximity.plot Plot Random Forest Proximity Scores.
rfPermute Estimate Permutation p-values for Random Forest Importance Metrics.
rfPermute.default Estimate Permutation p-values for Random Forest Importance Metrics.
rfPermute.formula Estimate Permutation p-values for Random Forest Importance Metrics.
rfpNews Show the NEWS file
rp.combine Combine rfPermute Objects
rp.importance Extract rfPermute Importance Scores and p-values.