Package org.apache.mahout.classifier.naivebayes

Examples of org.apache.mahout.classifier.naivebayes.StandardNaiveBayesClassifier

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    NaiveBayesModel model = NaiveBayesModel.materialize(modelPath, conf);
    boolean compl = Boolean.parseBoolean(conf.get(TestNaiveBayesDriver.COMPLEMENTARY));
    if (compl) {
      classifier = new ComplementaryNaiveBayesClassifier(model);
    } else {
      classifier = new StandardNaiveBayesClassifier(model);
    }
  }
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      NaiveBayesModel model = NaiveBayesModel.materialize(new Path(getOption("model")), getConf());
      AbstractNaiveBayesClassifier classifier;
      if (complementary) {
        classifier = new ComplementaryNaiveBayesClassifier(model);
      } else {
        classifier = new StandardNaiveBayesClassifier(model);
      }
      SequenceFile.Writer writer =
          new SequenceFile.Writer(fs, getConf(), getOutputPath(), Text.class, VectorWritable.class);
      Reader reader = new Reader(fs, getInputPath(), getConf());
      Text key = new Text();
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    NaiveBayesModel model = NaiveBayesModel.materialize(modelPath, conf);
    boolean compl = Boolean.parseBoolean(conf.get(TestNaiveBayesDriver.COMPLEMENTARY));
    if (compl) {
      classifier = new ComplementaryNaiveBayesClassifier(model);
    } else {
      classifier = new StandardNaiveBayesClassifier(model);
    }
  }
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      NaiveBayesModel model = NaiveBayesModel.materialize(new Path(getOption("model")), getConf());
      AbstractNaiveBayesClassifier classifier;
      if (complementary) {
        classifier = new ComplementaryNaiveBayesClassifier(model);
      } else {
        classifier = new StandardNaiveBayesClassifier(model);
      }
      SequenceFile.Writer writer =
          new SequenceFile.Writer(fs, getConf(), getOutputPath(), Text.class, VectorWritable.class);
      Reader reader = new Reader(fs, getInputPath(), getConf());
      Text key = new Text();
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      NaiveBayesModel model = NaiveBayesModel.materialize(new Path(getOption("model")), getConf());
      AbstractNaiveBayesClassifier classifier;
      if (complementary) {
        classifier = new ComplementaryNaiveBayesClassifier(model);
      } else {
        classifier = new StandardNaiveBayesClassifier(model);
      }
      SequenceFile.Writer writer =
          new SequenceFile.Writer(fs, getConf(), getOutputPath(), Text.class, VectorWritable.class);
      SequenceFile.Reader reader = new Reader(fs, getInputPath(), getConf());
      Text key = new Text();
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    NaiveBayesModel model = NaiveBayesModel.materialize(modelPath, conf);
    boolean compl = Boolean.parseBoolean(conf.get(TestNaiveBayesDriver.COMPLEMENTARY));
    if (compl) {
      classifier = new ComplementaryNaiveBayesClassifier(model);
    } else {
      classifier = new StandardNaiveBayesClassifier(model);
    }
  }
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    AbstractNaiveBayesClassifier classifier;
    if (complementary) {
      classifier = new ComplementaryNaiveBayesClassifier(model);
    } else {
      classifier = new StandardNaiveBayesClassifier(model);
    }
    SequenceFile.Writer writer = SequenceFile.createWriter(fs, getConf(), new Path(getOutputPath(), "part-r-00000"),
        Text.class, VectorWritable.class);

    try {
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    }
   
    if (isComplementary) {
      classifier = new ComplementaryNaiveBayesClassifier(model);
    } else {
      classifier = new StandardNaiveBayesClassifier(model);
    }
  }
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Related Classes of org.apache.mahout.classifier.naivebayes.StandardNaiveBayesClassifier

  • org.apache.mahout.classifier.naivebayes.test.BayesTestMapper
  • org.apache.mahout.classifier.naivebayes.test.TestNaiveBayesDriver
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