Random Forest Feature Contributions

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Documentation for package ‘rfFC’ version 1.0

Help Pages

ames Hansen Ames Mutagenicity Dataset
checkForestUnanimity Check the unanimity of all trees in the Random Forest model
featureContributions Feature Contributions for a Random Forest Model
getChanges Get change in prediction for an updated feature.
getLocalIncrements Get Local Increments of Feature Contributions for a Random Forest Model
predictBC Makes predictions for a binary classification Random Forest model by averaging "probabilities".
prepareForPredictBC Convert node predictions into probabilities for binary classification models.