/** * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You under the Apache License, Version 2.0 * (the "License"); you may not use this file except in compliance with * the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.mahout.classifier.df.data; import org.apache.mahout.math.Vector; /** * Represents one data instance. */ public class Instance { /** attributes, except LABEL and IGNORED */ private final Vector attrs; public Instance(Vector attrs) { this.attrs = attrs; } /** * Return the attribute at the specified position * * @param index * position of the attribute to retrieve * @return value of the attribute */ public double get(int index) { return attrs.getQuick(index); } /** * Set the value at the given index * * @param value * a double value to set */ public void set(int index, double value) { attrs.set(index, value); } @Override public boolean equals(Object obj) { if (this == obj) { return true; } if (!(obj instanceof Instance)) { return false; } Instance instance = (Instance) obj; return /*id == instance.id &&*/ attrs.equals(instance.attrs); } @Override public int hashCode() { return /*id +*/ attrs.hashCode(); } }