com.whylogs.core.metrics

Class ClassificationMetrics

java.lang.Object

com.whylogs.core.metrics.ClassificationMetrics

public class ClassificationMetrics
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
ClassificationMetrics()

Method Summary

Modifier and Type	Method and Description
@NonNull ClassificationMetrics	copy()
static ClassificationMetrics	fromProtobuf(com.whylogs.core.message.ScoreMatrixMessage msg)
long[][]	getConfusionMatrix()
java.util.List<java.lang.String>	getLabels()
ClassificationMetrics	merge(ClassificationMetrics other)
static ClassificationMetrics	of()
com.whylogs.core.message.ScoreMatrixMessage.Builder	toProtobuf()
java.lang.String	toString()
<T> void	update(DatasetProfile datasetProfile, T prediction, T target, double score)

Methods inherited from class java.lang.Object

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

Constructor Detail

ClassificationMetrics

public ClassificationMetrics()

Method Detail

of

public static ClassificationMetrics of()

getLabels

public java.util.List<java.lang.String> getLabels()

getConfusionMatrix

public long[][] getConfusionMatrix()

update

public <T> void update(DatasetProfile datasetProfile,
                       T prediction,
                       T target,
                       double score)

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

merge

public ClassificationMetrics merge(ClassificationMetrics other)

copy

@NonNull
public @NonNull ClassificationMetrics copy()

toProtobuf

@NonNull
public com.whylogs.core.message.ScoreMatrixMessage.Builder toProtobuf()

fromProtobuf

public static ClassificationMetrics fromProtobuf(com.whylogs.core.message.ScoreMatrixMessage msg)