Data Mining (imsl.data_mining)¶
Usage Notes¶
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. |