Package adaa.analytics.rules.logic.representation.ruleset

Class ContrastRegressionRuleSet

java.lang.Object

adaa.analytics.rules.logic.representation.ruleset.PredictionModel

adaa.analytics.rules.logic.representation.ruleset.RuleSetBase

adaa.analytics.rules.logic.representation.ruleset.ClassificationRuleSet

adaa.analytics.rules.logic.representation.ruleset.ContrastRuleSet

adaa.analytics.rules.logic.representation.ruleset.ContrastRegressionRuleSet

All Implemented Interfaces:

Serializable

public class ContrastRegressionRuleSet
extends ContrastRuleSet

See Also:

• Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class adaa.analytics.rules.logic.representation.ruleset.RuleSetBase

RuleSetBase.Significance

Field Summary

Fields

Modifier and Type	Field	Description
protected List<Double>	groupMeans	Collection of label means for contrast groups.
protected double	trainingMean	Training set label mean.

Fields inherited from class adaa.analytics.rules.logic.representation.ruleset.ContrastRuleSet

OTHER_CLASSES

Fields inherited from class adaa.analytics.rules.logic.representation.ruleset.ClassificationRuleSet

ATTRIBUTE_VOTING_RESULTS_COUNTS, ATTRIBUTE_VOTING_RESULTS_WEIGHTS

Fields inherited from class adaa.analytics.rules.logic.representation.ruleset.RuleSetBase

ANNOTATION_TEST_REPORT, attributes, growingTime, isVoting, knowledge, params, pruningTime, rules, totalTime

Constructor Summary

Constructors

Constructor	Description
ContrastRegressionRuleSet(IExampleSet exampleSet, boolean isVoting, InductionParameters params, Knowledge knowledge)	Invokes base class constructor.

Method Summary

Modifier and Type	Method	Description
List<Double>	getGroupMeans()	Gets groupMeans
double	getTrainingMean()	Gets trainingMean}.
String	toString()	Generates text representation of the contrast survival rule set.

Methods inherited from class adaa.analytics.rules.logic.representation.ruleset.ContrastRuleSet

add, apply, calculateAttributeStats, calculateAvgContrastIndicators, getAllSets, getTotalDuplicates, predict

Methods inherited from class adaa.analytics.rules.logic.representation.ruleset.ClassificationRuleSet

createPredictionAttributes, setDefaultClass

Methods inherited from class adaa.analytics.rules.logic.representation.ruleset.RuleSetBase

addRule, calculateAvgRuleCoverage, calculateAvgRulePrecision, calculateAvgRuleQuality, calculateConditionsCount, calculateInducedCondtionsCount, calculateSignificance, calculateSignificanceFDR, calculateSignificanceFWER, getGrowingTime, getIsVoting, getParams, getPruningTime, getRules, getTotalTime, performPrediction, setGrowingTime, setIsVoting, setPruningTime, setTotalTime, toTable

Methods inherited from class adaa.analytics.rules.logic.representation.ruleset.PredictionModel

checkCompatibility, getLabel, getTrainingHeader, supportsConfidences

Methods inherited from class java.lang.Object

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

Field Details

trainingMean

protected double trainingMean

Training set label mean.

groupMeans

protected List<Double> groupMeans

Collection of label means for contrast groups.

Constructor Details

ContrastRegressionRuleSet

public ContrastRegressionRuleSet(IExampleSet exampleSet,
 boolean isVoting,
 InductionParameters params,
 Knowledge knowledge)

Invokes base class constructor.

Parameters:

exampleSet - Training set.

isVoting - Voting flag.

params - Induction parameters.

knowledge - User's knowledge.

Method Details

getGroupMeans

public List<Double> getGroupMeans()

Gets groupMeans

getTrainingMean

public double getTrainingMean()

Gets trainingMean}.

toString

public String toString()

Generates text representation of the contrast survival rule set. Beside list of rules, it contains survival function estimates of the training set, contrast groups set, and particular rules.

Overrides:

toString in class ContrastRuleSet

Returns:

Rule set in the text form.