/* * 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.cmdline.sentdetect; import java.io.IOException; import opennlp.tools.cmdline.AbstractEvaluatorTool; import opennlp.tools.cmdline.TerminateToolException; import opennlp.tools.cmdline.params.EvaluatorParams; import opennlp.tools.cmdline.sentdetect.SentenceDetectorEvaluatorTool.EvalToolParams; import opennlp.tools.sentdetect.SentenceDetectorEvaluationMonitor; import opennlp.tools.sentdetect.SentenceDetectorEvaluator; import opennlp.tools.sentdetect.SentenceDetectorME; import opennlp.tools.sentdetect.SentenceModel; import opennlp.tools.sentdetect.SentenceSample; public final class SentenceDetectorEvaluatorTool extends AbstractEvaluatorTool<SentenceSample, EvalToolParams> { interface EvalToolParams extends EvaluatorParams { } public SentenceDetectorEvaluatorTool() { super(SentenceSample.class, EvalToolParams.class); } public String getShortDescription() { return "evaluator for the learnable sentence detector"; } public void run(String format, String[] args) { super.run(format, args); SentenceModel model = new SentenceModelLoader().load(params.getModel()); SentenceDetectorEvaluationMonitor errorListener = null; if (params.getMisclassified()) { errorListener = new SentenceEvaluationErrorListener(); } SentenceDetectorEvaluator evaluator = new SentenceDetectorEvaluator( new SentenceDetectorME(model), errorListener); System.out.print("Evaluating ... "); try { evaluator.evaluate(sampleStream); } catch (IOException e) { throw new TerminateToolException(-1, "IO error while reading training data or indexing data: " + e.getMessage(), e); } finally { try { sampleStream.close(); } catch (IOException e) { // sorry that this can fail } } System.err.println("done"); System.out.println(); System.out.println(evaluator.getFMeasure()); } }