![JAR search and dependency download from the Maven repository](/logo.png)
opennlp.tools.cmdline.chunker.ChunkerEvaluatorTool Maven / Gradle / Ivy
The newest version!
/*
* 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.chunker;
import java.io.IOException;
import java.util.LinkedList;
import java.util.List;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import opennlp.tools.chunker.ChunkSample;
import opennlp.tools.chunker.ChunkerEvaluationMonitor;
import opennlp.tools.chunker.ChunkerEvaluator;
import opennlp.tools.chunker.ChunkerME;
import opennlp.tools.chunker.ChunkerModel;
import opennlp.tools.cmdline.AbstractEvaluatorTool;
import opennlp.tools.cmdline.PerformanceMonitor;
import opennlp.tools.cmdline.TerminateToolException;
import opennlp.tools.cmdline.chunker.ChunkerEvaluatorTool.EvalToolParams;
import opennlp.tools.cmdline.params.EvaluatorParams;
import opennlp.tools.util.ObjectStream;
import opennlp.tools.util.eval.EvaluationMonitor;
/**
* A default {@link ChunkSample}-centric implementation of {@link AbstractEvaluatorTool}
* that prints to an output stream.
*
* @see AbstractEvaluatorTool
* @see EvalToolParams
*/
public final class ChunkerEvaluatorTool
extends AbstractEvaluatorTool {
interface EvalToolParams extends EvaluatorParams {
}
private static final Logger logger = LoggerFactory.getLogger(ChunkerEvaluatorTool.class);
public ChunkerEvaluatorTool() {
super(ChunkSample.class, EvalToolParams.class);
}
@Override
public String getShortDescription() {
return "Measures the performance of the Chunker model with the reference data";
}
@Override
public void run(String format, String[] args) {
super.run(format, args);
ChunkerModel model = new ChunkerModelLoader().load(params.getModel());
List> listeners = new LinkedList<>();
if (params.getMisclassified()) {
listeners.add(new ChunkEvaluationErrorListener());
}
ChunkerEvaluator evaluator = new ChunkerEvaluator(new ChunkerME(model),
listeners.toArray(new ChunkerEvaluationMonitor[0]));
final PerformanceMonitor monitor = new PerformanceMonitor("sent");
try (ObjectStream measuredSampleStream = new ObjectStream<>() {
public ChunkSample read() throws IOException {
monitor.incrementCounter();
return sampleStream.read();
}
public void reset() throws IOException {
sampleStream.reset();
}
public void close() throws IOException {
sampleStream.close();
}
}) {
monitor.startAndPrintThroughput();
evaluator.evaluate(measuredSampleStream);
} catch (IOException e) {
throw new TerminateToolException(-1, "IO error while reading test data: " + e.getMessage(), e);
}
// sorry that this can fail
monitor.stopAndPrintFinalResult();
logger.info(evaluator.getFMeasure().toString());
}
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy