Package adaa.analytics.rules.logic.induction

Class RegressionExpertSnC

java.lang.Object

adaa.analytics.rules.logic.induction.AbstractSeparateAndConquer

adaa.analytics.rules.logic.induction.RegressionSnC

adaa.analytics.rules.logic.induction.RegressionExpertSnC

Direct Known Subclasses:

SurvivalLogRankExpertSnC

public class RegressionExpertSnC
extends RegressionSnC

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

Field Summary

Fields

Modifier and Type	Field	Description
protected Knowledge	knowledge

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

finder

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

factory, operatorCommandProxy, params, setFactory

Constructor Summary

Constructors

Constructor	Description
RegressionExpertSnC(RegressionFinder finder, InductionParameters params, Knowledge knowledge)

Method Summary

Modifier and Type	Method	Description
RuleSetBase	run(IExampleSet dataset)	Trains a rule classifier.

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

Constructor Details

RegressionExpertSnC

public RegressionExpertSnC(RegressionFinder finder,
 InductionParameters params,
 Knowledge knowledge)

Method Details

run

public RuleSetBase run(IExampleSet dataset)

Description copied from class: AbstractSeparateAndConquer

Trains a rule classifier.

Overrides:

run in class RegressionSnC

Parameters:

dataset - Training set.

Returns:

Rule-based model.