/* * Copyright (c) 2013 Villu Ruusmann * * This file is part of JPMML-Evaluator * * JPMML-Evaluator 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. * * JPMML-Evaluator 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 JPMML-Evaluator. If not, see <http://www.gnu.org/licenses/>. */ package org.jpmml.evaluator.tree; import java.util.Collections; import java.util.Set; import org.dmg.pmml.DataType; import org.dmg.pmml.tree.Node; import org.jpmml.evaluator.Classification; import org.jpmml.evaluator.EntityUtil; import org.jpmml.evaluator.HasConfidence; import org.jpmml.evaluator.HasEntityId; import org.jpmml.evaluator.HasEntityRegistry; import org.jpmml.evaluator.HasProbability; import org.jpmml.evaluator.Report; import org.jpmml.evaluator.ReportUtil; import org.jpmml.evaluator.TypeUtil; import org.jpmml.evaluator.Value; import org.jpmml.evaluator.ValueMap; import org.jpmml.model.ToStringHelper; abstract public class NodeScoreDistribution<V extends Number> extends Classification<Object, V> implements HasEntityId, HasEntityRegistry<Node>, HasDecisionPath, HasProbability, HasConfidence { private Node node = null; private ValueMap<Object, V> confidences = null; NodeScoreDistribution(ValueMap<Object, V> probabilities, Node node){ super(Type.PROBABILITY, probabilities); setNode(node); } @Override protected void computeResult(DataType dataType){ Node node = getNode(); Object result = TypeUtil.parseOrCast(dataType, node.getScore()); setResult(result); } @Override protected ToStringHelper toStringHelper(){ ValueMap<Object, V> confidences = getConfidences(); ToStringHelper helper = super.toStringHelper() .add("entityId", getEntityId()) .add(Type.CONFIDENCE.entryKey(), confidences != null ? confidences.entrySet() : Collections.emptySet()); return helper; } @Override public String getEntityId(){ Node node = getNode(); return EntityUtil.getId(node, this); } @Override public Set<Object> getCategories(){ return keySet(); } @Override public Double getProbability(Object category){ return getValue(category); } @Override public Report getProbabilityReport(Object category){ return getValueReport(category); } @Override public Double getConfidence(Object category){ ValueMap<Object, V> confidences = getConfidences(); Value<V> confidence = (confidences != null ? confidences.get(category) : null); return Type.CONFIDENCE.getValue(confidence); } @Override public Report getConfidenceReport(Object category){ ValueMap<Object, V> confidences = getConfidences(); Value<V> confidence = (confidences != null ? confidences.get(category) : null); return ReportUtil.getReport(confidence); } void putConfidence(Object category, Value<V> confidence){ ValueMap<Object, V> confidences = getConfidences(); if(confidences == null){ confidences = new ValueMap<>(); setConfidences(confidences); } confidences.put(category, confidence); } @Override public Node getNode(){ return this.node; } private void setNode(Node node){ if(node == null){ throw new IllegalArgumentException(); } this.node = node; } private ValueMap<Object, V> getConfidences(){ return this.confidences; } private void setConfidences(ValueMap<Object, V> confidences){ if(confidences == null){ throw new IllegalArgumentException(); } this.confidences = confidences; } }