| 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 |