| Package | Description |
|---|---|
| weka.associations |
| Modifier and Type | Class and Description |
|---|---|
class |
AprioriItemSet
Class for storing a set of items.
|
class |
LabeledItemSet
Class for storing a set of items together with a class label.
|
| Modifier and Type | Method and Description |
|---|---|
static Hashtable<ItemSet,Integer> |
LabeledItemSet.getHashtable(ArrayList<Object> itemSets,
int initialSize)
Return a hashtable filled with the given item sets.
|
static Hashtable<ItemSet,Integer> |
ItemSet.getHashtable(ArrayList<Object> itemSets,
int initialSize)
Return a hashtable filled with the given item sets.
|
| Modifier and Type | Method and Description |
|---|---|
ArrayList<Object>[] |
AprioriItemSet.generateRules(double minConfidence,
ArrayList<Hashtable<ItemSet,Integer>> hashtables,
int numItemsInSet)
Generates all rules for an item set.
|
ArrayList<Object>[] |
AprioriItemSet.generateRulesBruteForce(double minMetric,
int metricType,
ArrayList<Hashtable<ItemSet,Integer>> hashtables,
int numItemsInSet,
int numTransactions,
double significanceLevel)
Generates all significant rules for an item set.
|
static ArrayList<Object> |
LabeledItemSet.pruneItemSets(ArrayList<Object> toPrune,
Hashtable<ItemSet,Integer> kMinusOne)
Prunes a set of (k)-item sets using the given (k-1)-item sets.
|
static ArrayList<Object> |
ItemSet.pruneItemSets(ArrayList<Object> toPrune,
Hashtable<ItemSet,Integer> kMinusOne)
Prunes a set of (k)-item sets using the given (k-1)-item sets.
|
Copyright © 2016 University of Waikato, Hamilton, NZ. All Rights Reserved.