| package org.apache.samoa.learners.classifiers.rules.common; |
| |
| /* |
| * #%L |
| * SAMOA |
| * %% |
| * Copyright (C) 2014 - 2015 Apache Software Foundation |
| * %% |
| * Licensed 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. |
| * #L% |
| */ |
| |
| import org.apache.samoa.instances.Instance; |
| import org.apache.samoa.learners.classifiers.trees.SplitNode; |
| import org.apache.samoa.moa.classifiers.core.conditionaltests.InstanceConditionalTest; |
| import org.apache.samoa.moa.classifiers.rules.core.Predicate; |
| import org.apache.samoa.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate; |
| |
| /** |
| * Represent a feature of rules (an element of ruleÅ› nodeList). |
| * |
| * @author Anh Thu Vu |
| * |
| */ |
| public class RuleSplitNode extends SplitNode { |
| |
| protected double lastTargetMean; |
| protected int operatorObserver; |
| |
| private static final long serialVersionUID = 1L; |
| |
| public InstanceConditionalTest getSplitTest() { |
| return this.splitTest; |
| } |
| |
| /** |
| * Create a new RuleSplitNode |
| */ |
| public RuleSplitNode() { |
| this(null, new double[0]); |
| } |
| |
| public RuleSplitNode(InstanceConditionalTest splitTest, double[] classObservations) { |
| super(splitTest, classObservations); |
| } |
| |
| public RuleSplitNode getACopy() { |
| InstanceConditionalTest splitTest = new NumericAttributeBinaryRulePredicate( |
| (NumericAttributeBinaryRulePredicate) this.getSplitTest()); |
| return new RuleSplitNode(splitTest, this.getObservedClassDistribution()); |
| } |
| |
| public boolean evaluate(Instance instance) { |
| Predicate predicate = (Predicate) this.splitTest; |
| return predicate.evaluate(instance); |
| } |
| |
| } |