Package ai.libs.jaicore.ml.classification.multilabel

Class MultiLabelClassification

java.lang.Object

ai.libs.jaicore.ml.core.evaluation.Prediction

ai.libs.jaicore.ml.classification.multilabel.MultiLabelClassification

All Implemented Interfaces:

org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification, org.api4.java.ai.ml.core.evaluation.IPrediction

public class MultiLabelClassification
extends Prediction
implements org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification

Constructor Summary

Constructors

Constructor	Description
MultiLabelClassification(double[] predicted)
MultiLabelClassification(double[] predicted, double threshold)
MultiLabelClassification(double[] predicted, double[] threshold)

Method Summary

Modifier and Type	Method	Description
int[]	getIrrelevantLabels(double threshold)
double[]	getPrediction()
int[]	getPrediction(double threshold)
int[]	getPrediction(double[] threshold)
int[]	getRelevantLabels(double threshold)
int[]	getThresholdedPrediction()

Methods inherited from class ai.libs.jaicore.ml.core.evaluation.Prediction

getClassConfidence, getClassDistribution, getLabelWithHighestProbability, getProbabilityOfLabel

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.IPrediction

getClassConfidence, getClassDistribution, getLabelWithHighestProbability, getProbabilityOfLabel

Constructor Detail

MultiLabelClassification

public MultiLabelClassification(double[] predicted)

MultiLabelClassification

public MultiLabelClassification(double[] predicted,
                                double threshold)

MultiLabelClassification

public MultiLabelClassification(double[] predicted,
                                double[] threshold)

Method Detail

getPrediction

public double[] getPrediction()

Specified by:

getPrediction in interface org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification

Specified by:

getPrediction in interface org.api4.java.ai.ml.core.evaluation.IPrediction

Overrides:

getPrediction in class Prediction

getThresholdedPrediction

public int[] getThresholdedPrediction()

Specified by:

getThresholdedPrediction in interface org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification

getPrediction

public int[] getPrediction(double threshold)

Specified by:

getPrediction in interface org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification

getPrediction

public int[] getPrediction(double[] threshold)

Specified by:

getPrediction in interface org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification

getRelevantLabels

public int[] getRelevantLabels(double threshold)

Specified by:

getRelevantLabels in interface org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification

getIrrelevantLabels

public int[] getIrrelevantLabels(double threshold)

Specified by:

getIrrelevantLabels in interface org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification