Examples of POSTagFeature

Examples of cz.zcu.fav.liks.ml.featuresel.features.pos.POSTagFeature

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      features.add(new LemmaFeature(0));
      cv.multiValidate(features, trainer, 10, data, null, 0);

      print("POS tag");
      features.clear();
      features.add(new POSTagFeature(0, 5));
      cv.multiValidate(features, trainer, 10, data, null, 0);

      print("Adjective");
      features.clear();
      features.add(new AdjectiveFeature(0));
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Examples of cz.zcu.fav.liks.ml.featuresel.features.pos.POSTagFeature

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      System.out.println("Datasize " + data.size());

      print("lemma + pos");
      features.add(new LemmaFeature(0));
      features.add(new POSTagFeature(0, 4));
      cv.multiValidate(features, trainer, 10, data, null, 0);

      print("lemma + pos + statementcount");
      features.clear();
      features.add(new LemmaFeature(0));
      features.add(new POSTagFeature(0, 4));
      features.add(new StatementCountFeature());
      cv.multiValidate(features, trainer, 10, data, null, 0);

      print("words + statementcount");
      features.clear();
      features.add(new ThresholdFeature(0));
      features.add(new StatementCountFeature());
      cv.multiValidate(features, trainer, 10, data, null, 0);

      print("words + pos");
      features.clear();
      features.add(new ThresholdFeature(0));
      features.add(new POSTagFeature(0, 4));
      cv.multiValidate(features, trainer, 10, data, null, 0);

      print("words + pos + statementcount");
      features.clear();
      features.add(new ThresholdFeature(0));
      features.add(new POSTagFeature(0, 4));
      features.add(new StatementCountFeature());
      cv.multiValidate(features, trainer, 10, data, null, 0);

      print("words + bigrams");
      features.clear();
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