gov.sandia.cognition.learning.performance.categorization

Class DefaultBinaryConfusionMatrix.PerformanceEvaluator<InputType>

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

gov.sandia.cognition.learning.performance.AbstractSupervisedPerformanceEvaluator<InputType,java.lang.Boolean,java.lang.Boolean,DefaultBinaryConfusionMatrix>

gov.sandia.cognition.learning.performance.categorization.DefaultBinaryConfusionMatrix.PerformanceEvaluator<InputType>

Type Parameters:

InputType - Input type for the evaluator to compute the confusion over.

All Implemented Interfaces:

PerformanceEvaluator<Evaluator<? super InputType,? extends java.lang.Boolean>,java.util.Collection<? extends InputOutputPair<? extends InputType,java.lang.Boolean>>,DefaultBinaryConfusionMatrix>, SupervisedPerformanceEvaluator<InputType,java.lang.Boolean,java.lang.Boolean,DefaultBinaryConfusionMatrix>, CloneableSerializable, Summarizer<TargetEstimatePair<? extends java.lang.Boolean,? extends java.lang.Boolean>,DefaultBinaryConfusionMatrix>, java.io.Serializable, java.lang.Cloneable

Enclosing class:

DefaultBinaryConfusionMatrix

public static class DefaultBinaryConfusionMatrix.PerformanceEvaluator<InputType>
extends AbstractSupervisedPerformanceEvaluator<InputType,java.lang.Boolean,java.lang.Boolean,DefaultBinaryConfusionMatrix>

An implementation of the SupervisedPerformanceEvaluator interface for creating a DefaultBinaryConfusionMatrix.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
PerformanceEvaluator() Creates a new PerformanceEvaluator.

Method Summary

Modifier and Type	Method and Description
DefaultBinaryConfusionMatrix	evaluatePerformance(java.util.Collection<? extends TargetEstimatePair<? extends java.lang.Boolean,? extends java.lang.Boolean>> data) Evaluates the performance accuracy of the given estimates against the given targets.

Methods inherited from class gov.sandia.cognition.learning.performance.AbstractSupervisedPerformanceEvaluator

evaluatePerformance, summarize

Methods inherited from class gov.sandia.cognition.util.AbstractCloneableSerializable

clone

Methods inherited from class java.lang.Object

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

Constructor Detail

PerformanceEvaluator

public PerformanceEvaluator()

Creates a new PerformanceEvaluator.

Method Detail

evaluatePerformance

public DefaultBinaryConfusionMatrix evaluatePerformance(java.util.Collection<? extends TargetEstimatePair<? extends java.lang.Boolean,? extends java.lang.Boolean>> data)

Description copied from interface: SupervisedPerformanceEvaluator

Evaluates the performance accuracy of the given estimates against the given targets.

Specified by:

evaluatePerformance in interface SupervisedPerformanceEvaluator<InputType,java.lang.Boolean,java.lang.Boolean,DefaultBinaryConfusionMatrix>

Specified by:

evaluatePerformance in class AbstractSupervisedPerformanceEvaluator<InputType,java.lang.Boolean,java.lang.Boolean,DefaultBinaryConfusionMatrix>

Parameters:

data - The target-estimate pairs to use to evaluate performance.

Returns:

The performance evaluation result.