Package weka.associations

Interface Summary

Interface	Description
AssociationRulesProducer	Interface to something that can provide a list of AssociationRules.
Associator
CARuleMiner	Interface for learning class association rules.

Class Summary

Class	Description
AbstractAssociator	Abstract scheme for learning associations.
Apriori	Class implementing an Apriori-type algorithm.
AprioriItemSet	Class for storing a set of items.
AssociationRule	Abstract class for storing and manipulating an association rule.
AssociationRules	Class encapsulating a list of association rules.
AssociatorEvaluation	Class for evaluating Associaters.
BinaryItem	Class that encapsulates an item whose backing Attribute is binary or unary.
CheckAssociator	Class for examining the capabilities and finding problems with associators.
DefaultAssociationRule	Class for storing and manipulating an association rule.
FilteredAssociationRules	Class encapsulating a list of association rules and the preprocessing filter that was applied before they were generated.
FilteredAssociator	Class for running an arbitrary associator on data that has been passed through an arbitrary filter.
FPGrowth	Class implementing the FP-growth algorithm for finding large item sets without candidate generation.
Item	Class that encapsulates information about an individual item.
ItemSet	Class for storing a set of items.
LabeledItemSet	Class for storing a set of items together with a class label.
NominalItem	Class that encapsulates a nominal item.
NumericItem	Class that encapsulates a numeric item.
SingleAssociatorEnhancer	Abstract utility class for handling settings common to meta associators that use a single base associator.

Enum Summary

Enum	Description
DefaultAssociationRule.METRIC_TYPE	Enum for holding different metric types
NumericItem.Comparison