Package ai.libs.jaicore.ml.classification.loss.dataset

Class AreaUnderROCCurve

java.lang.Object

ai.libs.jaicore.ml.classification.loss.dataset.APredictionPerformanceMeasure<java.lang.Integer,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification>

ai.libs.jaicore.ml.classification.loss.dataset.ASingleLabelClassificationPerformanceMeasure

ai.libs.jaicore.ml.classification.loss.dataset.AAreaUnderCurvePerformanceMeasure

ai.libs.jaicore.ml.classification.loss.dataset.AreaUnderROCCurve

All Implemented Interfaces:

org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<java.lang.Integer,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification>

public class AreaUnderROCCurve
extends AAreaUnderCurvePerformanceMeasure

Constructor Summary

Constructors

Constructor	Description
AreaUnderROCCurve(int positiveClass)

Method Summary

Modifier and Type	Method	Description
double	getXValue(int tp, int fp, int tn, int fn)
double	getYValue(int tp, int fp, int tn, int fn)

Methods inherited from class ai.libs.jaicore.ml.classification.loss.dataset.AAreaUnderCurvePerformanceMeasure

getAreaUnderCurve, getPositiveClass, getPredictionList, score

Methods inherited from class ai.libs.jaicore.ml.classification.loss.dataset.APredictionPerformanceMeasure

averageInstanceWiseLoss, averageInstanceWiseScore, checkConsistency, loss, loss, score

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure

loss, loss, score

Constructor Detail

AreaUnderROCCurve

public AreaUnderROCCurve(int positiveClass)

Method Detail

getXValue

public double getXValue(int tp,
                        int fp,
                        int tn,
                        int fn)

Specified by:

getXValue in class AAreaUnderCurvePerformanceMeasure

getYValue

public double getYValue(int tp,
                        int fp,
                        int tn,
                        int fn)

Specified by:

getYValue in class AAreaUnderCurvePerformanceMeasure