ai.libs.jaicore.ml.evaluation.evaluators.weka.splitevaluation

Class AbstractSplitBasedClassifierEvaluator<I,O>

java.lang.Object

ai.libs.jaicore.ml.evaluation.evaluators.weka.splitevaluation.AbstractSplitBasedClassifierEvaluator<I,O>

Type Parameters:

I - the input type

O - the output type

All Implemented Interfaces:

ISplitBasedClassifierEvaluator<O>

Direct Known Subclasses:

SimpleMLCSplitBasedClassifierEvaluator, SimpleSLCSplitBasedClassifierEvaluator

public abstract class AbstractSplitBasedClassifierEvaluator<I,O>
extends java.lang.Object
implements ISplitBasedClassifierEvaluator<O>

Connection between an Evaluator (e.g. MCC) and a loss Function. Able to evaluate instances based on training data and validation data. This bridge may modify this process, for example by using a cache.

Constructor Summary

Constructors

Constructor and Description
AbstractSplitBasedClassifierEvaluator(IMeasure<I,O> basicEvaluator)

Method Summary

Modifier and Type	Method and Description
IMeasure<I,O>	getBasicEvaluator()
void	setBasicEvaluator(IMeasure<I,O> basicEvaluator)

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.evaluation.evaluators.weka.splitevaluation.ISplitBasedClassifierEvaluator

evaluateSplit

Constructor Detail

AbstractSplitBasedClassifierEvaluator

public AbstractSplitBasedClassifierEvaluator(IMeasure<I,O> basicEvaluator)

Method Detail

getBasicEvaluator

public IMeasure<I,O> getBasicEvaluator()

Returns:

The basic evaluator that is currently used in this measure bridge.

setBasicEvaluator

public void setBasicEvaluator(IMeasure<I,O> basicEvaluator)

Parameters:

basicEvaluator - The new basic evaluator to be used in this measure bridge.