Interface | Description |
---|---|
AssociationRulesProducer |
Interface to something that can provide a list of
AssociationRules.
|
Associator | |
CARuleMiner |
Interface for learning class association rules.
|
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 | Description |
---|---|
DefaultAssociationRule.METRIC_TYPE |
Enum for holding different metric types
|
NumericItem.Comparison |