ai.libs.jaicore.ml.core.evaluation.measure.multilabel

Class F1MacroAverageL

java.lang.Object

ai.libs.jaicore.ml.core.evaluation.measure.ADecomposableMeasure<I,java.lang.Double>

ai.libs.jaicore.ml.core.evaluation.measure.ADecomposableDoubleMeasure<double[]>

ai.libs.jaicore.ml.core.evaluation.measure.multilabel.ADecomposableMultilabelMeasure

ai.libs.jaicore.ml.core.evaluation.measure.multilabel.InstanceWiseF1

ai.libs.jaicore.ml.core.evaluation.measure.multilabel.F1MacroAverageL

All Implemented Interfaces:

IMeasure<double[],java.lang.Double>, IMultilabelMeasure

public class F1MacroAverageL
extends InstanceWiseF1

Constructor Summary

Constructors

Constructor and Description
F1MacroAverageL()

Method Summary

Modifier and Type	Method and Description
java.lang.Double	calculateAvgMeasure(java.util.List<double[]> actual, java.util.List<double[]> expected) Computes the measure for lists of input actual and the expected outcome expected and aggregates the measured values with the mean, as this is the most frequently used aggregate function.
java.util.List<java.lang.Double>	calculateMeasure(java.util.List<double[]> actual, java.util.List<double[]> expected) Computes the measure for a lists of input actual and the expected outcome expected.

Methods inherited from class ai.libs.jaicore.ml.core.evaluation.measure.multilabel.InstanceWiseF1

calculateMeasure

Methods inherited from class ai.libs.jaicore.ml.core.evaluation.measure.ADecomposableMeasure

calculateMeasure

Methods inherited from class java.lang.Object

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

Methods inherited from interface ai.libs.jaicore.ml.core.evaluation.measure.IMeasure

calculateMeasure

Constructor Detail

F1MacroAverageL

public F1MacroAverageL()

Method Detail

calculateMeasure

public java.util.List<java.lang.Double> calculateMeasure(java.util.List<double[]> actual,
                                                         java.util.List<double[]> expected)

Description copied from interface: IMeasure

Computes the measure for a lists of input actual and the expected outcome expected.

Specified by:

calculateMeasure in interface IMeasure<double[],java.lang.Double>

Overrides:

calculateMeasure in class ADecomposableMeasure<double[],java.lang.Double>

Parameters:

actual - The list of actually available values.

expected - The list of expected values to compare the actual values with.

Returns:

The list of return values of the measure.

calculateAvgMeasure

public java.lang.Double calculateAvgMeasure(java.util.List<double[]> actual,
                                            java.util.List<double[]> expected)

Description copied from interface: IMeasure

Computes the measure for lists of input actual and the expected outcome expected and aggregates the measured values with the mean, as this is the most frequently used aggregate function.

Specified by:

calculateAvgMeasure in interface IMeasure<double[],java.lang.Double>

Overrides:

calculateAvgMeasure in class InstanceWiseF1

Parameters:

actual - The list of actually available values.

expected - The list of expected values to compare the actual values with.

Returns:

The mean of return values as output by the instance-wise measure.