Examples of multiValidate()


Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

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

        print("Stopword threshold 10");
        features.clear();
        features.add(new StopwordFeature(10));
        cv.multiValidate(features, trainer, 10, data, null, 0);

        print("Lemma");
        features.clear();
        features.add(new LemmaFeature(0));
        cv.multiValidate(features, trainer, 10, data, null, 0);
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

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

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

        print("Lemma threshold 10");
        features.clear();
        features.add(new LemmaFeature(10));
        cv.multiValidate(features, trainer, 10, data, null, 0);
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

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

        print("Lemma threshold 10");
        features.clear();
        features.add(new LemmaFeature(10));
        cv.multiValidate(features, trainer, 10, data, null, 0);

      }
    } catch (SQLException e) {
      e.printStackTrace();
    } catch (InvalidAttributeValueException e) {
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

      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));
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

      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());
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

      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));
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

      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));
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

      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();
      features.add(new ThresholdFeature(0));
      features.add(new BigramFeature(0));
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

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

      print("words + bigrams + statementcount");
      features.clear();
      features.add(new ThresholdFeature(0));
      features.add(new BigramFeature(0));
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Examples of cz.zcu.fav.liks.ml.featuresel.validation.CrossValidator.multiValidate()

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

      print("words + pairs");
      features.clear();
      features.add(new ThresholdFeature(0));
      features.add(new WordPairFeature(10));
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