RandomForestClassificationSummary (Spark 4.1.0-preview3 JavaDoc)

All Superinterfaces:: ClassificationSummary, Serializable, Summary

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

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 Details
- 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)