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AbstractFrequentItemsetAlgorithm - Class in elki.itemsetmining

Abstract base class for frequent itemset mining.

AbstractFrequentItemsetAlgorithm(double) - Constructor for class elki.itemsetmining.AbstractFrequentItemsetAlgorithm

Constructor.

AbstractFrequentItemsetAlgorithm(double, int, int) - Constructor for class elki.itemsetmining.AbstractFrequentItemsetAlgorithm

Constructor.

AbstractFrequentItemsetAlgorithm.Par - Class in elki.itemsetmining

Parameterization class.

AddedValue - Class in elki.itemsetmining.associationrules.interest

Added value (AV) interestingness measure: \( \text{confidence}(X \rightarrow Y) - \text{support}(Y) = P(Y|X)-P(Y) \).

AddedValue() - Constructor for class elki.itemsetmining.associationrules.interest.AddedValue

Constructor.

antecedent - Variable in class elki.itemsetmining.associationrules.AssociationRule

Consequent itemset

appendItemsTo(StringBuilder, VectorFieldTypeInformation<BitVector>) - Method in class elki.itemsetmining.DenseItemset

appendItemsTo(StringBuilder, VectorFieldTypeInformation<BitVector>) - Method in class elki.itemsetmining.Itemset

Only append the items to a string buffer.

appendItemsTo(StringBuilder, VectorFieldTypeInformation<BitVector>) - Method in class elki.itemsetmining.OneItemset

appendItemsTo(StringBuilder, VectorFieldTypeInformation<BitVector>) - Method in class elki.itemsetmining.SmallDenseItemset

appendTo(StringBuilder, int) - Method in interface elki.itemsetmining.FPGrowth.FPNode.Translator

Append a single item to a buffer.

appendTo(StringBuilder, VectorFieldTypeInformation<BitVector>) - Method in class elki.itemsetmining.associationrules.AssociationRule

Append to a string buffer.

appendTo(StringBuilder, VectorFieldTypeInformation<BitVector>) - Method in class elki.itemsetmining.Itemset

Append items and support to a string buffer.

appendTo(StringBuilder, FPGrowth.FPNode.Translator) - Method in class elki.itemsetmining.FPGrowth.FPNode

Debugging function: build a text representation of the tree.

appendTo(StringBuilder, FPGrowth.FPNode.Translator, int) - Method in class elki.itemsetmining.FPGrowth.FPNode

Debugging function: build a text representation of the tree.

APRIORI - Class in elki.itemsetmining

The APRIORI algorithm for Mining Association Rules.

APRIORI(double) - Constructor for class elki.itemsetmining.APRIORI

Constructor with minimum frequency.

APRIORI(double, int, int) - Constructor for class elki.itemsetmining.APRIORI

Constructor with minimum frequency.

APRIORI.Par - Class in elki.itemsetmining

Parameterization class.

aprioriGenerate(List<? extends Itemset>, int, int) - Method in class elki.itemsetmining.APRIORI

Prunes a given set of candidates to keep only those BitSets where all subsets of bits flipping one bit are frequent already.

AssociationRule - Class in elki.itemsetmining.associationrules

Association Rule

AssociationRule(Itemset, Itemset, Itemset, double) - Constructor for class elki.itemsetmining.associationrules.AssociationRule

Constructor.

AssociationRuleGeneration - Class in elki.itemsetmining.associationrules

Association rule generation from frequent itemsets

AssociationRuleGeneration(AbstractFrequentItemsetAlgorithm, InterestingnessMeasure, double) - Constructor for class elki.itemsetmining.associationrules.AssociationRuleGeneration

Constructor

AssociationRuleGeneration(AbstractFrequentItemsetAlgorithm, InterestingnessMeasure, double, double) - Constructor for class elki.itemsetmining.associationrules.AssociationRuleGeneration

Constructor.

AssociationRuleGeneration.Instance - Class in elki.itemsetmining.associationrules

Class to run

AssociationRuleGeneration.ItemsetSearcher - Class in elki.itemsetmining.associationrules

Class to find itemsets in a sorted list.

AssociationRuleGeneration.Par - Class in elki.itemsetmining.associationrules

Parameterization class.

AssociationRuleGeneration.PartialItemset - Class in elki.itemsetmining.associationrules

Mutable scatch itemset for finding itemsets, based on SparseItemset.

AssociationRuleResult - Class in elki.result

Result class for association rule mining

AssociationRuleResult(List<AssociationRule>, VectorFieldTypeInformation<BitVector>) - Constructor for class elki.result.AssociationRuleResult

Constructor.

autorun(Database) - Method in class elki.itemsetmining.AbstractFrequentItemsetAlgorithm

autorun(Database) - Method in class elki.itemsetmining.associationrules.AssociationRuleGeneration

Run on a database

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