Uses of Interface
elki.itemsetmining.associationrules.interest.InterestingnessMeasure

Packages that use InterestingnessMeasure

Package	Description
elki.itemsetmining.associationrules	Association rule mining.
elki.itemsetmining.associationrules.interest	Association rule interestingness measures.

Uses of InterestingnessMeasure in elki.itemsetmining.associationrules

Fields in elki.itemsetmining.associationrules declared as InterestingnessMeasure

Modifier and Type	Field	Description
protected InterestingnessMeasure	AssociationRuleGeneration.interestingness	Interestingness measure to be used.
protected InterestingnessMeasure	AssociationRuleGeneration.Par.interestMeasure	Parameter for interestingness measure.

Constructors in elki.itemsetmining.associationrules with parameters of type InterestingnessMeasure

Constructor	Description
AssociationRuleGeneration(AbstractFrequentItemsetAlgorithm frequentItemAlgo, InterestingnessMeasure interestMeasure, double minmeasure)	Constructor
AssociationRuleGeneration(AbstractFrequentItemsetAlgorithm frequentItemAlgo, InterestingnessMeasure interestMeasure, double minmeasure, double maxmeasure)	Constructor.

Uses of InterestingnessMeasure in elki.itemsetmining.associationrules.interest

Classes in elki.itemsetmining.associationrules.interest that implement InterestingnessMeasure

Modifier and Type	Class	Description
class	AddedValue	Added value (AV) interestingness measure: \( \text{confidence}(X \rightarrow Y) - \text{support}(Y) = P(Y|X)-P(Y) \).
class	CertaintyFactor	Certainty factor (CF; Loevinger) interestingness measure. \( \tfrac{\text{confidence}(X \rightarrow Y) - \text{support}(Y)}{\text{support}(\neg Y)} \).
class	Confidence	Confidence interestingness measure, \( \tfrac{\text{support}(X \cup Y)}{\text{support}(X)} = \tfrac{P(X \cap Y)}{P(X)}=P(Y|X) \).
class	Conviction	Conviction interestingness measure: \(\frac{P(X) P(\neg Y)}{P(X\cap\neg Y)}\).
class	Cosine	Cosine interestingness measure, \(\tfrac{\text{support}(A\cup B)}{\sqrt{\text{support}(A)\text{support}(B)}} =\tfrac{P(A\cap B)}{\sqrt{P(A)P(B)}}\).
class	GiniIndex	Gini-index based interestingness measure, using the weighted squared conditional probabilities compared to the non-conditional priors.
class	Jaccard	Jaccard interestingness measure:
class	JMeasure	J-Measure interestingness measure.
class	Klosgen	Klösgen interestingness measure.
class	LaplaceCorrectedConfidence	Laplace Corrected Confidence interestingness measure.
class	Leverage	Leverage interestingness measure.
class	Lift	Lift interestingness measure.
class	OddsRatio	Odds ratio interestingness measure.
class	PhiCorrelationCoefficient	Phi Correlation Coefficient interestingness measure.
class	SebagSchonauer	Sebag Schonauer interestingness measure.
class	YulesQ	Yule's Q interestingness measure.
class	YulesY	Yule's Y interestingness measure.