public class WindowAUCImbalancedPerformanceEvaluator.Estimator extends Object
Modifier and Type | Class and Description |
---|---|
class |
WindowAUCImbalancedPerformanceEvaluator.Estimator.Score |
Modifier and Type | Field and Description |
---|---|
protected double[] |
columnKappa |
protected double |
correctPositivePredictions |
protected double |
correctPredictions |
protected double |
holdoutNumNeg |
protected double |
holdoutNumPos |
protected TreeSet<WindowAUCImbalancedPerformanceEvaluator.Estimator.Score> |
holdoutSortedScores |
protected double |
numNeg |
protected double |
numPos |
protected int |
posWindow |
protected double[] |
predictions |
protected double[] |
rowKappa |
protected int |
size |
protected TreeSet<WindowAUCImbalancedPerformanceEvaluator.Estimator.Score> |
sortedScores |
protected WindowAUCImbalancedPerformanceEvaluator.Estimator.Score[] |
window |
Constructor and Description |
---|
Estimator(int sizeWindow) |
Modifier and Type | Method and Description |
---|---|
void |
add(double score,
boolean isPositive,
boolean correctPrediction) |
double |
getAccuracy() |
double |
getAUC() |
double |
getGMean() |
double |
getHoldoutAUC() |
double |
getKappa() |
double |
getRatio() |
double |
getRecall() |
double |
getScoredAUC() |
protected TreeSet<WindowAUCImbalancedPerformanceEvaluator.Estimator.Score> sortedScores
protected TreeSet<WindowAUCImbalancedPerformanceEvaluator.Estimator.Score> holdoutSortedScores
protected WindowAUCImbalancedPerformanceEvaluator.Estimator.Score[] window
protected double[] predictions
protected int posWindow
protected int size
protected double numPos
protected double numNeg
protected double holdoutNumPos
protected double holdoutNumNeg
protected double correctPredictions
protected double correctPositivePredictions
protected double[] columnKappa
protected double[] rowKappa
public void add(double score, boolean isPositive, boolean correctPrediction)
public double getAUC()
public double getHoldoutAUC()
public double getScoredAUC()
public double getRatio()
public double getAccuracy()
public double getKappa()
public double getGMean()
public double getRecall()
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