无法在arff文件中找到类标签

Question

我已经关注了weka网站上的示例代码，但我仍然遇到无法找到类标签的错误

weka.core.WekaException: weka.classifiers.bayes.NaiveBayesMultinomialUpdateable: Not enough training instances with class labels (required: 1, provided: 0)!

我在weka资源管理器中尝试过这个文件，但它运行正常。

  ArffLoader loader = new ArffLoader();
    loader.setFile(new File(""));//file is valid
    Instances structure = loader.getStructure();
    structure.setClassIndex(structure.numAttributes() - 1);

    // train NaiveBayes
    NaiveBayesMultinomialUpdateable n = new NaiveBayesMultinomialUpdateable();
    FilteredClassifier f = new FilteredClassifier();
    StringToWordVector s = new StringToWordVector();

    f.setFilter(s);
    f.setClassifier(n);

    f.buildClassifier(structure);
    Instance current;
    while ((current = loader.getNextInstance(structure)) != null)
      n.updateClassifier(current);

    // output generated model
    System.out.println(n);

Answer 1

问题在于类索引位于0的位置

ArffLoader loader = new ArffLoader();
    loader.setFile(new File(""));//file is valid
    Instances structure = loader.getStructure();
    structure.setClassIndex(0);

    // train NaiveBayes
    NaiveBayesMultinomialUpdateable n = new NaiveBayesMultinomialUpdateable();
    FilteredClassifier f = new FilteredClassifier();
    StringToWordVector s = new StringToWordVector();

    f.setFilter(s);
    f.setClassifier(n);

    f.buildClassifier(structure);
    Instance current;
    while ((current = loader.getNextInstance(structure)) != null)
      n.updateClassifier(current);

    // output generated model
    System.out.println(n);