Package adaa.analytics.rules.logic.induction

Class RegressionSnC

java.lang.Object

adaa.analytics.rules.logic.induction.AbstractSeparateAndConquer

adaa.analytics.rules.logic.induction.RegressionSnC

Direct Known Subclasses:

RegressionExpertSnC, SurvivalLogRankSnC

public class RegressionSnC
extends AbstractSeparateAndConquer

Separate'n'conquer algorithm for generating regression rule sets.

Field Summary

Fields

Modifier and Type	Field	Description
protected final RegressionFinder	finder

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

factory, operatorCommandProxy, params, setFactory

Constructor Summary

Constructors

Constructor	Description
RegressionSnC(RegressionFinder finder, InductionParameters params)

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

finder

protected final RegressionFinder finder

Constructor Details

RegressionSnC

public RegressionSnC(RegressionFinder finder,
 InductionParameters params)

Method Details

run

public RuleSetBase run(IExampleSet dataset)

Description copied from class: AbstractSeparateAndConquer

Trains a rule classifier.

Specified by:

run in class AbstractSeparateAndConquer

Parameters:

dataset - Training set.

Returns:

Rule-based model.