public class BasicAUCImbalancedPerformanceEvaluator.Estimator extends Object
Modifier and Type | Class and Description |
---|---|
class |
BasicAUCImbalancedPerformanceEvaluator.Estimator.Score |
Modifier and Type | Field and Description |
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protected boolean |
calculateAuc |
protected double[] |
columnKappa |
protected double |
correctPositivePredictions |
protected double |
correctPredictions |
protected double |
numNeg |
protected double |
numPos |
protected int |
position |
protected double[] |
rowKappa |
protected TreeSet<BasicAUCImbalancedPerformanceEvaluator.Estimator.Score> |
sortedScores |
Constructor and Description |
---|
Estimator(boolean calculateAuc) |
Modifier and Type | Method and Description |
---|---|
void |
add(double score,
boolean isPositive,
boolean correctPrediction) |
double |
getAccuracy() |
double |
getAUC() |
double |
getGMean() |
double |
getKappa() |
double |
getRatio() |
double |
getRecall() |
double |
getScoredAUC() |
protected TreeSet<BasicAUCImbalancedPerformanceEvaluator.Estimator.Score> sortedScores
protected int position
protected double numPos
protected double numNeg
protected double correctPredictions
protected double correctPositivePredictions
protected double[] columnKappa
protected double[] rowKappa
protected boolean calculateAuc
public void add(double score, boolean isPositive, boolean correctPrediction)
public double getAUC()
public double getScoredAUC()
public double getRatio()
public double getAccuracy()
public double getKappa()
public double getGMean()
public double getRecall()
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