Estimate Permutation p-Values for Random Forest Importance Metrics


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Documentation for package ‘rfPermute’ version 2.1.5

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classConfInt Classification Confidence Intervals
cleanRFdata Clean Random Forest Input Data
confusionMatrix Confusion Matrix
exptdErrRate Expected Error Rate
impHeatmap Importance Heatmap
pctCorrect Percent Correctly Classified
plot.rp.importance Plot Random Forest Importance Distributions
plotNull Plot Random Forest Importance Null Distributions
plotVotes Vote Distribution
proximityPlot 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
rp.combine Combine rfPermute Objects
rp.importance Extract rfPermute Importance Scores and p-values.
symb.metab Symbiodinium type metabolite profiles