List of usage examples for weka.associations ItemSet setItem
public void setItem(int[] items)
From source file:LabeledItemSet.java
License:Open Source License
/** * Generates rules out of item sets/*from ww w . ja v a 2s . co m*/ * @param minConfidence the minimum confidence * @param noPrune flag indicating whether the rules are pruned accoridng to the minimum confidence value * @return a set of rules */ public final FastVector[] generateRules(double minConfidence, boolean noPrune) { FastVector premises = new FastVector(), consequences = new FastVector(), conf = new FastVector(); FastVector[] rules = new FastVector[3]; ItemSet premise, consequence; // Generate all rules with class in the consequence. premise = new ItemSet(m_totalTransactions); consequence = new ItemSet(m_totalTransactions); int[] premiseItems = new int[m_items.length]; int[] consequenceItems = new int[1]; System.arraycopy(m_items, 0, premiseItems, 0, m_items.length); consequence.setItem(consequenceItems); premise.setItem(premiseItems); consequence.setItemAt(m_classLabel, 0); consequence.setCounter(this.m_ruleSupCounter); premise.setCounter(this.m_counter); premises.addElement(premise); consequences.addElement(consequence); conf.addElement(new Double((double) this.m_ruleSupCounter / (double) this.m_counter)); rules[0] = premises; rules[1] = consequences; rules[2] = conf; if (!noPrune) pruneRules(rules, minConfidence); return rules; }