/* * 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 opennlp.tools.namefind; import opennlp.tools.util.Span; import opennlp.tools.util.eval.Evaluator; import opennlp.tools.util.eval.FMeasure; /** * The {@link TokenNameFinderEvaluator} measures the performance * of the given {@link TokenNameFinder} with the provided * reference {@link NameSample}s. * * @see Evaluator * @see TokenNameFinder * @see NameSample */ public class TokenNameFinderEvaluator extends Evaluator<NameSample> { private FMeasure fmeasure = new FMeasure(); /** * The {@link TokenNameFinder} used to create the predicted * {@link NameSample} objects. */ private TokenNameFinder nameFinder; /** * Initializes the current instance with the given * {@link TokenNameFinder}. * * @param nameFinder the {@link TokenNameFinder} to evaluate. * @param listeners evaluation sample listeners */ public TokenNameFinderEvaluator(TokenNameFinder nameFinder, TokenNameFinderEvaluationMonitor ... listeners) { super(listeners); this.nameFinder = nameFinder; } /** * Evaluates the given reference {@link NameSample} object. * * This is done by finding the names with the * {@link TokenNameFinder} in the sentence from the reference * {@link NameSample}. The found names are then used to * calculate and update the scores. * * @param reference the reference {@link NameSample}. * * @return the predicted {@link NameSample}. */ @Override protected NameSample processSample(NameSample reference) { if (reference.isClearAdaptiveDataSet()) { nameFinder.clearAdaptiveData(); } Span[] predictedNames = nameFinder.find(reference.getSentence()); Span[] references = reference.getNames(); // OPENNLP-396 When evaluating with a file in the old format // the type of the span is null, but must be set to default to match // the output of the name finder. for (int i = 0; i < references.length; i++) { if (references[i].getType() == null) { references[i] = new Span(references[i].getStart(), references[i].getEnd(), "default"); } } fmeasure.updateScores(references, predictedNames); return new NameSample(reference.getSentence(), predictedNames, reference.isClearAdaptiveDataSet()); } public FMeasure getFMeasure() { return fmeasure; } }