class |
AddedValue |
Added value (AV) interestingness measure:
confidence(X→Y)−support(Y)=P(Y|X)−P(Y).
|
class |
CertaintyFactor |
Certainty factor (CF; Loevinger) interestingness measure.
confidence(X→Y)−support(Y)support(¬Y).
|
class |
Confidence |
Confidence interestingness measure,
support(X∪Y)support(X)=P(X∩Y)P(X)=P(Y|X).
|
class |
Conviction |
Conviction interestingness measure:
P(X)P(¬Y)P(X∩¬Y).
|
class |
Cosine |
Cosine interestingness measure,
support(A∪B)√support(A)support(B)=P(A∩B)√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.
|