Package cz.zcu.fav.liks.ml.featuresel.features.lemma

Examples of cz.zcu.fav.liks.ml.featuresel.features.lemma.LemmaFeature

27
28
29
30
31
32
33
34
35
36
37
    try {

      CrossValidator cv = new CrossValidator();
      List<Feature<Review>> features = new ArrayList<Feature<Review>>();
      features.add(new LemmaFeature(10));

      for (int i = 1; i <= 20; i++) {

        List<Review> data = dataConn.getReviewsNo(1000 * i);
        System.out.println("Datasize " + data.size());
View Full Code Here
56
57
58
59
60
61
62
63
64
65
66
      features.add(new ThresholdFeature(0));
      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("POS tag");
      features.clear();
      features.add(new POSTagFeature(0, 5));
View Full Code Here
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
        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);

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

      }
    } catch (SQLException e) {
      e.printStackTrace();
View Full Code Here
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
      List<Review> data = dataConn.getReviewsNo(20000);

      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");
View Full Code Here
44
45
46
47
48
49
50
51
52
53
54
      cv.multiValidate(features, trainer, 10, data, null, 0);
      System.out.println(features.get(0));

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

    } catch (SQLException e) {
      e.printStackTrace();
View Full Code Here
TOP

Related Classes of cz.zcu.fav.liks.ml.featuresel.features.lemma.LemmaFeature

  • cz.zcu.fav.liks.ml.featuresel.experiments.Experiment2
  • cz.zcu.fav.liks.ml.featuresel.experiments.Experiment2a
  • cz.zcu.fav.liks.ml.featuresel.experiments.Experiment3
  • cz.zcu.fav.liks.ml.featuresel.experiments.Experiment3a
  • cz.zcu.fav.liks.ml.featuresel.experiments.Experiment4
    • Copyright © 2018 www.massapicom. All rights reserved.
    All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.