训练分类器模型 Opennlp

Question

我试图用下面的代码训练一个模型，但我一直在 DocumentCategorizerME.train() 方法上遇到错误，它告诉我将 factory 更改为 doccatfactory。为什么？

public void trainModel() 
{
    DoccatModel model = null;
    InputStream dataIn = null;

    try
    {
        InputStreamFactory factory = getInputStreamFactory(new File("D:/training.txt"));
        ObjectStream<String> lineStream = new PlainTextByLineStream(factory, Charset.defaultCharset());
        ObjectStream<DocumentSample> sampleStream = new DocumentSampleStream(lineStream);
        TrainingParameters params = new TrainingParameters();
        params.put(TrainingParameters.ITERATIONS_PARAM, "100");
        params.put(TrainingParameters.CUTOFF_PARAM, "0");

        model = DocumentCategorizerME.train("en", sampleStream, params, factory);

    }



}

public static InputStreamFactory getInputStreamFactory(final File file) throws IOException{
    return new InputStreamFactory() {

        @Override
        public InputStream createInputStream() throws IOException {
            return new FileInputStream(file);
        }
    };
}

Answer 1

当您使用 DocumentCategorizerME.train(...) 方法时，您需要传入 DoccatFactory 而不是 InputStreamFactory。尝试：

  model = DocumentCategorizerME.train("en", sampleStream, params, new DoccatFactory());

希望对您有所帮助。

训练分类器模型 Opennlp

Training a categorizer model Opennlp

java

training-data

opennlp