Package ai.libs.jaicore.ml.classification.singlelabel

Class SingleLabelClassification

java.lang.Object

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

ai.libs.jaicore.ml.classification.singlelabel.SingleLabelClassification

All Implemented Interfaces:

org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification, org.api4.java.ai.ml.core.evaluation.IPrediction

public class SingleLabelClassification
extends Prediction
implements org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification

Constructor Summary

Constructors

Constructor	Description
SingleLabelClassification(double[] labelProbabilities)
SingleLabelClassification(int numClasses, int predicted)
SingleLabelClassification(java.util.Map<java.lang.Integer,java.lang.Double> labelProbabilities)

Method Summary

Modifier and Type	Method	Description
java.util.Map<java.lang.Integer,java.lang.Double>	getClassConfidence()
java.util.Map<java.lang.Integer,java.lang.Double>	getClassDistribution()
int	getIntPrediction()
java.lang.Integer	getLabelWithHighestProbability()
java.lang.Integer	getPrediction()
double	getProbabilityOfLabel(int label)
java.lang.String	toString()

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

getProbabilityOfLabel

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.api4.java.ai.ml.core.evaluation.IPrediction

getProbabilityOfLabel

Constructor Detail

SingleLabelClassification

public SingleLabelClassification(int numClasses,
                                 int predicted)

SingleLabelClassification

public SingleLabelClassification(java.util.Map<java.lang.Integer,java.lang.Double> labelProbabilities)

SingleLabelClassification

public SingleLabelClassification(double[] labelProbabilities)

Method Detail

getIntPrediction

public int getIntPrediction()

Specified by:

getIntPrediction in interface org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification

getPrediction

public java.lang.Integer getPrediction()

Specified by:

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

Specified by:

getPrediction in interface org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification

Overrides:

getPrediction in class Prediction

getLabelWithHighestProbability

public java.lang.Integer getLabelWithHighestProbability()

Specified by:

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

Specified by:

getLabelWithHighestProbability in interface org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification

Overrides:

getLabelWithHighestProbability in class Prediction

getClassDistribution

public java.util.Map<java.lang.Integer,java.lang.Double> getClassDistribution()

Specified by:

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

Specified by:

getClassDistribution in interface org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification

Overrides:

getClassDistribution in class Prediction

getProbabilityOfLabel

public double getProbabilityOfLabel(int label)

Specified by:

getProbabilityOfLabel in interface org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification

getClassConfidence

public java.util.Map<java.lang.Integer,java.lang.Double> getClassConfidence()

Specified by:

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

Specified by:

getClassConfidence in interface org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification

Overrides:

getClassConfidence in class Prediction

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object