com.yahoo.labs.samoa.learners.classifiers.rules.common

Class RulePassiveRegressionNode

java.lang.Object

com.yahoo.labs.samoa.learners.classifiers.rules.common.RuleRegressionNode

com.yahoo.labs.samoa.learners.classifiers.rules.common.RulePassiveRegressionNode

All Implemented Interfaces:

RulePassiveLearningNode, Serializable

public class RulePassiveRegressionNode
extends RuleRegressionNode
implements RulePassiveLearningNode

LearningNode for regression rule that does not update statistics for expanding rule. It only updates statistics for computing predictions.

Author:

Anh Thu Vu

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
RulePassiveRegressionNode()
RulePassiveRegressionNode(double[] statistics)
RulePassiveRegressionNode(RuleRegressionNode activeLearningNode)

Method Summary

Methods

Modifier and Type	Method and Description
void	updateStatistics(Instance inst)

Methods inherited from class com.yahoo.labs.samoa.learners.classifiers.rules.common.RuleRegressionNode

computeError, computeHoeffdingBound, computeProbability, computeSD, getCurrentError, getInstancesSeen, getLearnerToUse, getNodeStatistics, getNormalizedPrediction, getPerceptron, getPrediction, getPrediction, getSimplePrediction, getTargetMean, isAnomaly, setPerceptron, setTargetMean

Methods inherited from class java.lang.Object

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

Constructor Detail

RulePassiveRegressionNode

public RulePassiveRegressionNode(double[] statistics)

RulePassiveRegressionNode

public RulePassiveRegressionNode()

RulePassiveRegressionNode

public RulePassiveRegressionNode(RuleRegressionNode activeLearningNode)

Method Detail

updateStatistics

public void updateStatistics(Instance inst)

Specified by:

updateStatistics in class RuleRegressionNode