Data Mining (imsl.data_mining)

Decision Trees

Classes

ALACARTDecisionTree(response_col_idx, var_type) Generate a decision tree using the ALACART method.
C45DecisionTree(response_col_idx, var_type) Generate a decision tree using the C4.5 method.
CHAIDDecisionTree(response_col_idx, var_type) Generate a decision tree using the CHAID method.
QUESTDecisionTree(response_col_idx, var_type) Generate a decision tree using the QUEST method.

Apriori

Functions

frequent_itemsets(max_num_products, x[, …]) Compute the frequent itemsets in a transaction set using Apriori.

Classes

FrequentItemSets() Aggregate frequent itemsets and compute association rules.
AssociationRule() Return information on an association rule.