org.apache.spark.ml.classification

Interface RandomForestClassificationSummary

All Superinterfaces:

ClassificationSummary, java.io.Serializable

All Known Subinterfaces:

BinaryRandomForestClassificationTrainingSummary, RandomForestClassificationTrainingSummary

All Known Implementing Classes:

BinaryRandomForestClassificationSummaryImpl, BinaryRandomForestClassificationTrainingSummaryImpl, RandomForestClassificationSummaryImpl, RandomForestClassificationTrainingSummaryImpl

public interface RandomForestClassificationSummary
extends ClassificationSummary

Abstraction for multiclass RandomForestClassification results for a given model.

Method Summary

Modifier and Type	Method and Description
BinaryRandomForestClassificationSummary	asBinary() Convenient method for casting to BinaryRandomForestClassificationSummary.

Methods inherited from interface org.apache.spark.ml.classification.ClassificationSummary

accuracy, falsePositiveRateByLabel, fMeasureByLabel, fMeasureByLabel, labelCol, labels, precisionByLabel, predictionCol, predictions, recallByLabel, truePositiveRateByLabel, weightCol, weightedFalsePositiveRate, weightedFMeasure, weightedFMeasure, weightedPrecision, weightedRecall, weightedTruePositiveRate

Method Detail

asBinary

BinaryRandomForestClassificationSummary asBinary()

Convenient method for casting to BinaryRandomForestClassificationSummary. This method will throw an Exception if the summary is not a binary summary.

Returns:

(undocumented)