package ca.pfv.spmf.algorithms.sequential_rules.cmrules; /* This file is copyright (c) 2008-2013 Philippe Fournier-Viger * * This file is part of the SPMF DATA MINING SOFTWARE * (http://www.philippe-fournier-viger.com/spmf). * * SPMF is free software: you can redistribute it and/or modify it under the * terms of the GNU General Public License as published by the Free Software * Foundation, either version 3 of the License, or (at your option) any later * version. * * SPMF is distributed in the hope that it will be useful, but WITHOUT ANY * WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR * A PARTICULAR PURPOSE. See the GNU General Public License for more details. * You should have received a copy of the GNU General Public License along with * SPMF. If not, see <http://www.gnu.org/licenses/>. */ import java.util.ArrayList; import java.util.List; /** * This class represents a group of sequential rules returned by the CMRules algorithm. * * @see AlgoCMRules * @see Rule * @author Philippe Fournier-Viger */ public class Rules { // the list of rules stored in this group final List<Rule> rules = new ArrayList<Rule>(); // a name given to this group of rules private final String name; /** * Constructor * @param name a name that should be given to this set of rules (string) */ public Rules(String name){ this.name = name; } /** * Print this group of rules to System.out. * @param objectsCount the number of sequences in the sequence database */ public void printRules(int objectsCount){ // print the name System.out.println(" ------- " + name + " -------"); int i=0; // for each rule for(Rule rule : rules){ // print the rule System.out.print(" rule " + i + ": "); rule.print(); // print the support System.out.print(" seqSupp: " + rule.getSequentialSupport(objectsCount) + " (" + rule.getSequentialAbsoluteSeqSupport() + "/" + objectsCount + ") "); // print the confidence System.out.print(" seqConf: " + rule.getSequentialConfidence() + " (" + rule.getAbsoluteSupport() + "/" + rule.getItemset1().getAbsoluteSupport() + ") "); System.out.println(""); i++; } System.out.println(" --------------------------------"); } /** * Get of string representatio of the rule * @param objectsCount the number of sequences in the sequence database */ public String toString(int objectsCount){ // create a string uffer StringBuilder buffer = new StringBuilder(" ------- " + name + " -------\n"); int i=0; // for each rule for(Rule rule : rules){ // print the rule buffer.append(" rule "); buffer.append(i); buffer.append(": "); buffer.append(rule.toString()); // print the support buffer.append(" seqSupp: "); buffer.append(rule.getSequentialSupport(objectsCount)); buffer.append(" ("); buffer.append(rule.getSequentialAbsoluteSeqSupport()); buffer.append("/"); buffer.append(objectsCount); // print the confidence buffer.append(" seqConf: " ); buffer.append(rule.getSequentialConfidence()); buffer.append(" ("); buffer.append(rule.getAbsoluteSupport()); buffer.append("/"); buffer.append(rule.getItemset1().getAbsoluteSupport()); buffer.append("\n"); i++; } buffer.append("--------------------------------\n"); // return as a string return buffer.toString(); } /** * Add a rule to this group of rules. * @param rule the rule (Rule). */ void addRule(Rule rule){ rules.add(rule); } /** * Get the number of rules in this group. * @return a int. */ public int getRulesCount(){ return rules.size(); } /** * Get the list of rules. * @return A List<Rule> object */ public List<Rule> getRules() { return rules; } }