/** * Copyright (C) 2001-2017 by RapidMiner and the contributors * * Complete list of developers available at our web site: * * http://rapidminer.com * * This program is free software: you can redistribute it and/or modify it under the terms of the * GNU Affero General Public License as published by the Free Software Foundation, either version 3 * of the License, or (at your option) any later version. * * This program 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 * Affero General Public License for more details. * * You should have received a copy of the GNU Affero General Public License along with this program. * If not, see http://www.gnu.org/licenses/. */ package com.rapidminer.operator.learner.associations; import java.util.ArrayList; import java.util.Collections; import java.util.Iterator; import java.util.List; import java.util.SortedSet; import java.util.TreeSet; import com.rapidminer.operator.ResultObjectAdapter; import com.rapidminer.tools.Tools; /** * A set of {@link AssociationRule}s which can be constructed from frequent item sets. * * @author Sebastian Land, Ingo Mierswa */ public class AssociationRules extends ResultObjectAdapter implements Iterable<AssociationRule> { private static final long serialVersionUID = 3734387908954857589L; private static final int MAXIMUM_NUMBER_OF_RULES_IN_OUTPUT = 100; private List<AssociationRule> associationRules = new ArrayList<AssociationRule>(); /** * Adds an AssociationRule * <p> * Call {@link sort()} after adding Rules for a sorted List * </p> * * @param rule */ public void addItemRule(AssociationRule rule) { associationRules.add(rule); } /** * Sorts the associationRules into ascending order, according to the confidence. * <p> * Warning: Do not call while using {@link iterator()} * </p> */ public void sort() { Collections.sort(associationRules); } public int getNumberOfRules() { return associationRules.size(); } public AssociationRule getRule(int index) { return associationRules.get(index); } public String getExtension() { return "asr"; } public String getFileDescription() { return "Association Rules"; } @Override public String toResultString() { return toString(MAXIMUM_NUMBER_OF_RULES_IN_OUTPUT); } /** * Returns a list of up to {@link MAXIMUM_NUMBER_OF_RULES_IN_OUTPUT} Asssociation Rules * */ @Override public String toString() { return toString(MAXIMUM_NUMBER_OF_RULES_IN_OUTPUT); } /** * Returns a list of {@link maxNumber} Association Rules * * @param maxNumber * maximum number of printed Association Rules * @return Multiline formatted list of Association Rules */ public String toString(int maxNumber) { StringBuffer buffer = new StringBuffer("Association Rules" + Tools.getLineSeparator()); int counter = 0; for (AssociationRule rule : associationRules) { if (maxNumber >= 0 && counter > maxNumber) { buffer.append("... " + (associationRules.size() - maxNumber) + " other rules ..."); break; } buffer.append(rule.toString()); buffer.append(Tools.getLineSeparator()); counter++; } return buffer.toString(); } @Override public Iterator<AssociationRule> iterator() { return associationRules.iterator(); } public Item[] getAllConclusionItems() { SortedSet<Item> conclusions = new TreeSet<Item>(); for (AssociationRule rule : this) { Iterator<Item> i = rule.getConclusionItems(); while (i.hasNext()) { conclusions.add(i.next()); } } Item[] itemArray = new Item[conclusions.size()]; conclusions.toArray(itemArray); return itemArray; } }