Package adaa.analytics.rules.logic.induction

Class ClassificationExpertSnC

java.lang.Object

adaa.analytics.rules.logic.induction.AbstractSeparateAndConquer

adaa.analytics.rules.logic.induction.ClassificationSnC

adaa.analytics.rules.logic.induction.ClassificationExpertSnC

public class ClassificationExpertSnC
extends ClassificationSnC

User-guided separate'n'conquer algorithm for generating classification rule sets.

Field Summary

Fields

Modifier and Type	Field	Description
protected Knowledge	knowledge	User's knowledge.

Fields inherited from class adaa.analytics.rules.logic.induction.ClassificationSnC

finder

Fields inherited from class adaa.analytics.rules.logic.induction.AbstractSeparateAndConquer

factory, operatorCommandProxy, params, setFactory

Constructor Summary

Constructors

Constructor	Description
ClassificationExpertSnC(ClassificationFinder finder, InductionParameters params, Knowledge knowledge)	Invokes base class constructor, creates factory for generating

Method Summary

Modifier and Type	Method	Description
ClassificationRuleSet	run(IExampleSet dataset)	Generates a classification rule set on the basis of a training set.

Methods inherited from class adaa.analytics.rules.logic.induction.ClassificationSnC

preprocessClass

Methods inherited from class adaa.analytics.rules.logic.induction.AbstractSeparateAndConquer

setOperatorCommandProxy

Methods inherited from class java.lang.Object

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

Field Details

knowledge

protected Knowledge knowledge

User's knowledge.

Constructor Details

ClassificationExpertSnC

public ClassificationExpertSnC(ClassificationFinder finder,
 InductionParameters params,
 Knowledge knowledge)

Invokes base class constructor, creates factory for generating

Parameters:

finder -

params -

knowledge -

Method Details

run

public ClassificationRuleSet run(IExampleSet dataset)

Description copied from class: ClassificationSnC

Generates a classification rule set on the basis of a training set.

Overrides:

run in class ClassificationSnC

Parameters:

dataset - Training data set.

Returns:

Rule set.