Package de.jungblut.classification.eval
Class Evaluator.EvaluationResult
- java.lang.Object
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- de.jungblut.classification.eval.Evaluator.EvaluationResult
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- Enclosing class:
- Evaluator
public static class Evaluator.EvaluationResult extends java.lang.Object
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Constructor Summary
Constructors Constructor Description EvaluationResult()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description voidadd(Evaluator.EvaluationResult res)voidaverage(int n)doublegetAccuracy()doublegetAUC()int[][]getConfusionMatrix()intgetCorrect()doublegetF1Score()intgetFalseNegative()intgetFalsePositive()doublegetFalsePositiveRate()doublegetLogLoss()doublegetMatthewsCorrelationCoefficient()intgetNumLabels()doublegetPrecision()doublegetRecall()intgetTestSize()intgetTrueNegative()intgetTruePositive()booleanisBinary()voidprint()voidprint(org.apache.logging.log4j.Logger log)voidprintConfusionMatrix()voidprintConfusionMatrix(java.lang.String[] classNames)
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Method Detail
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getAUC
public double getAUC()
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getLogLoss
public double getLogLoss()
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getPrecision
public double getPrecision()
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getRecall
public double getRecall()
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getFalsePositiveRate
public double getFalsePositiveRate()
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getAccuracy
public double getAccuracy()
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getF1Score
public double getF1Score()
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getMatthewsCorrelationCoefficient
public double getMatthewsCorrelationCoefficient()
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getCorrect
public int getCorrect()
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getNumLabels
public int getNumLabels()
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getTestSize
public int getTestSize()
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getConfusionMatrix
public int[][] getConfusionMatrix()
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isBinary
public boolean isBinary()
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add
public void add(Evaluator.EvaluationResult res)
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average
public void average(int n)
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getTruePositive
public int getTruePositive()
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getFalsePositive
public int getFalsePositive()
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getTrueNegative
public int getTrueNegative()
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getFalseNegative
public int getFalseNegative()
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print
public void print()
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print
public void print(org.apache.logging.log4j.Logger log)
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printConfusionMatrix
public void printConfusionMatrix()
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printConfusionMatrix
public void printConfusionMatrix(java.lang.String[] classNames)
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