BinaryLogisticRegressionTrainingSummary (Spark 3.5.5 JavaDoc) (original) (raw)

• All Superinterfaces:
  BinaryClassificationSummary, BinaryLogisticRegressionSummary, ClassificationSummary, LogisticRegressionSummary, LogisticRegressionTrainingSummary, java.io.Serializable, TrainingSummary
  All Known Implementing Classes:
  BinaryLogisticRegressionTrainingSummaryImpl

public interface BinaryLogisticRegressionTrainingSummary
extends BinaryLogisticRegressionSummary, LogisticRegressionTrainingSummary
Abstraction for binary logistic regression training results.

• • Method Summary

     * ### Methods inherited from interface org.apache.spark.ml.classification.[BinaryLogisticRegressionSummary](../../../../../org/apache/spark/ml/classification/BinaryLogisticRegressionSummary.html "interface in org.apache.spark.ml.classification")  
     `[scoreCol](../../../../../org/apache/spark/ml/classification/BinaryLogisticRegressionSummary.html#scoreCol--)`  
     * ### Methods inherited from interface org.apache.spark.ml.classification.[BinaryClassificationSummary](../../../../../org/apache/spark/ml/classification/BinaryClassificationSummary.html "interface in org.apache.spark.ml.classification")  
     `[areaUnderROC](../../../../../org/apache/spark/ml/classification/BinaryClassificationSummary.html#areaUnderROC--), [fMeasureByThreshold](../../../../../org/apache/spark/ml/classification/BinaryClassificationSummary.html#fMeasureByThreshold--), [pr](../../../../../org/apache/spark/ml/classification/BinaryClassificationSummary.html#pr--), [precisionByThreshold](../../../../../org/apache/spark/ml/classification/BinaryClassificationSummary.html#precisionByThreshold--), [recallByThreshold](../../../../../org/apache/spark/ml/classification/BinaryClassificationSummary.html#recallByThreshold--), [roc](../../../../../org/apache/spark/ml/classification/BinaryClassificationSummary.html#roc--)`  
     * ### Methods inherited from interface org.apache.spark.ml.classification.[LogisticRegressionSummary](../../../../../org/apache/spark/ml/classification/LogisticRegressionSummary.html "interface in org.apache.spark.ml.classification")  
     `[asBinary](../../../../../org/apache/spark/ml/classification/LogisticRegressionSummary.html#asBinary--), [featuresCol](../../../../../org/apache/spark/ml/classification/LogisticRegressionSummary.html#featuresCol--), [probabilityCol](../../../../../org/apache/spark/ml/classification/LogisticRegressionSummary.html#probabilityCol--)`  
     * ### Methods inherited from interface org.apache.spark.ml.classification.[ClassificationSummary](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html "interface in org.apache.spark.ml.classification")  
     `[accuracy](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#accuracy--), [falsePositiveRateByLabel](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#falsePositiveRateByLabel--), [fMeasureByLabel](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#fMeasureByLabel--), [fMeasureByLabel](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#fMeasureByLabel-double-), [labelCol](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#labelCol--), [labels](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#labels--), [precisionByLabel](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#precisionByLabel--), [predictionCol](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#predictionCol--), [predictions](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#predictions--), [recallByLabel](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#recallByLabel--), [truePositiveRateByLabel](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#truePositiveRateByLabel--), [weightCol](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#weightCol--), [weightedFalsePositiveRate](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#weightedFalsePositiveRate--), [weightedFMeasure](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#weightedFMeasure--), [weightedFMeasure](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#weightedFMeasure-double-), [weightedPrecision](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#weightedPrecision--), [weightedRecall](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#weightedRecall--), [weightedTruePositiveRate](../../../../../org/apache/spark/ml/classification/ClassificationSummary.html#weightedTruePositiveRate--)`  
     * ### Methods inherited from interface org.apache.spark.ml.classification.[TrainingSummary](../../../../../org/apache/spark/ml/classification/TrainingSummary.html "interface in org.apache.spark.ml.classification")  
     `[objectiveHistory](../../../../../org/apache/spark/ml/classification/TrainingSummary.html#objectiveHistory--), [totalIterations](../../../../../org/apache/spark/ml/classification/TrainingSummary.html#totalIterations--)`