![]() The structure of rfPermute model objects has changed make them incompatible with previous versions. NOTE: v2.5 is a large redevelopment of the package. cleanRFdata Clean Random Forest Input Data. ![]() plotTrace Trace of cumulative error rates in forest.plotProximity Plot Random Forest Proximity Scores.plotPredictedProbs Distribution of prediction assignment probabilities.plotInbag Distribution of sample inbag rates.Random Forest model visualization and diagnostics pctCorrect Percent Correctly Classified.casePredictions Return predictions and votes for training cases.summary Summarize rfPermute and randomForest models.plotImpPreds Distribution of Important Variables.plotNull Plot Random Forest Importance Null Distributions.importance Extract rfPermute Importance Scores and p-values.rfPermute Estimate Permutation p-values for Random Forest Importance Metrics.Current Functions Variable importance p-value estimation, summary, and visualization To install the latest version from GitHub: Warroom 3 1 2 x 2.
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