imsl.data_mining.FrequentItemSets.association_rules¶
-
FrequentItemSets.
association_rules
(confidence, lift)¶ Compute strong association rules among itemsets.
Parameters: - confidence (float) –
The minimum confidence used to determine the strong association rules. confidence must be in the interval [0,1].
If either criterion, confidence or lift is exceeded, the association rule will be considered “strong”.
- lift (float) –
The minimum lift used to determine the strong association rules. lift must be non-negative.
If either criterion, confidence or lift, is exceeded, the association rule will be considered “strong”.
Returns: A generator object of
AssociationRule
objects containing the strong association rules among the itemsets.Return type: *generator object*
- confidence (float) –