001/** 002 * Copyright (c) 2007-2008, Regents of the University of Colorado 003 * All rights reserved. 004 * 005 * Redistribution and use in source and binary forms, with or without 006 * modification, are permitted provided that the following conditions are met: 007 * 008 * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 009 * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 010 * Neither the name of the University of Colorado at Boulder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. 011 * 012 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" 013 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE 014 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE 015 * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE 016 * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR 017 * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF 018 * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS 019 * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN 020 * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) 021 * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE 022 * POSSIBILITY OF SUCH DAMAGE. 023 */ 024package org.cleartk.ml; 025 026import java.io.Serializable; 027import java.util.ArrayList; 028import java.util.Collection; 029import java.util.List; 030 031import com.google.common.base.Objects; 032 033/** 034 * <br> 035 * Copyright (c) 2007-2008, Regents of the University of Colorado <br> 036 * All rights reserved. 037 * 038 * 039 * @author Steven Bethard 040 */ 041public class Instance<OUTCOME_TYPE> implements Serializable { 042 043 /** 044 * 045 */ 046 private static final long serialVersionUID = -5115524159642754897L; 047 048 /** 049 * Create a new ClassifierInstance with an empty set of features and a null label. 050 */ 051 public Instance() { 052 this.features = new ArrayList<Feature>(); 053 } 054 055 public Instance(OUTCOME_TYPE outcome) { 056 this(); 057 this.outcome = outcome; 058 } 059 060 public Instance(OUTCOME_TYPE outcome, Collection<Feature> features) { 061 this(outcome); 062 addAll(features); 063 } 064 065 public Instance(Collection<Feature> features) { 066 this(); 067 addAll(features); 068 } 069 070 /** 071 * Get the list of features for this instance. 072 * 073 * @return The list of features 074 */ 075 public List<Feature> getFeatures() { 076 return this.features; 077 } 078 079 /** 080 * Add a feature to the instance. 081 * 082 * @param feature 083 * The feature to add. 084 */ 085 public void add(Feature feature) { 086 this.features.add(feature); 087 } 088 089 /** 090 * Add a collection of features to the instance. 091 * 092 * @param feats 093 * The features to add. 094 */ 095 public void addAll(Collection<Feature> feats) { 096 this.features.addAll(feats); 097 } 098 099 /** 100 * Get the current label for the instance. 101 * 102 * @return The current label value. 103 */ 104 public OUTCOME_TYPE getOutcome() { 105 return this.outcome; 106 } 107 108 /** 109 * Set the current label for the instance. 110 * 111 * @param outcome 112 * The new label value. 113 */ 114 public void setOutcome(OUTCOME_TYPE outcome) { 115 this.outcome = outcome; 116 } 117 118 @Override 119 public String toString() { 120 String className = this.getClass().getSimpleName(); 121 return String.format("%s(%s, %s)", className, this.outcome, this.features); 122 } 123 124 @Override 125 public boolean equals(Object object) { 126 if (!(object instanceof Instance)) { 127 return false; 128 } 129 Instance<?> that = (Instance<?>) object; 130 return Objects.equal(this.outcome, that.outcome) && Objects.equal(this.features, that.features); 131 } 132 133 @Override 134 public int hashCode() { 135 return Objects.hashCode(this.outcome, this.features); 136 } 137 138 private List<Feature> features; 139 140 private OUTCOME_TYPE outcome = null; 141 142}