org.neuroph.eval

Class ClassifierEvaluator

java.lang.Object

org.neuroph.eval.ClassifierEvaluator

All Implemented Interfaces:

Evaluator<ConfusionMatrix>

Direct Known Subclasses:

ClassifierEvaluator.Binary, ClassifierEvaluator.MultiClass

public abstract class ClassifierEvaluator
extends Object
implements Evaluator<ConfusionMatrix>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ClassifierEvaluator.Binary Binary evaluator used for computation of metrics in case when data has only one output result (one output neuron)
static class	ClassifierEvaluator.MultiClass Evaluator used for computation of metrics in case when data has multiple classes - one vs many classification

Method Summary

Modifier and Type	Method and Description
ConfusionMatrix	getResult() This method should return final evaluation result
double	getThreshold()
void	reset()
void	setThreshold(double threshold)

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.neuroph.eval.Evaluator

processNetworkResult

Method Detail

getResult

public ConfusionMatrix getResult()

Description copied from interface: Evaluator

This method should return final evaluation result

Specified by:

getResult in interface Evaluator<ConfusionMatrix>

Returns:

final evaluation result

getThreshold

public double getThreshold()

setThreshold

public final void setThreshold(double threshold)

reset

public void reset()

Specified by:

reset in interface Evaluator<ConfusionMatrix>