Examples of tokenize()


Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

    EnglishTokenizer tokenizer = new EnglishTokenizer();

    KLDClassifier kldClassifier = new KLDClassifier(2);
    kldClassifier.update(0, tokenizer.tokenize(NOSQL_WIKI));
    kldClassifier.update(0, tokenizer.tokenize(MYSQL_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(LILIUM_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(ROSE_WIKI));

    assertEquals(0, (int) kldClassifier.classify(tokenizer.tokenize(DATABASE_WIKI)));
    assertEquals(1, (int) kldClassifier.classify(tokenizer.tokenize(FLOWER_WIKI)));
  }
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

    KLDClassifier kldClassifier = new KLDClassifier(2);
    kldClassifier.update(0, tokenizer.tokenize(NOSQL_WIKI));
    kldClassifier.update(0, tokenizer.tokenize(MYSQL_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(LILIUM_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(ROSE_WIKI));

    assertEquals(0, (int) kldClassifier.classify(tokenizer.tokenize(DATABASE_WIKI)));
    assertEquals(1, (int) kldClassifier.classify(tokenizer.tokenize(FLOWER_WIKI)));
  }
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

    kldClassifier.update(0, tokenizer.tokenize(NOSQL_WIKI));
    kldClassifier.update(0, tokenizer.tokenize(MYSQL_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(LILIUM_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(ROSE_WIKI));

    assertEquals(0, (int) kldClassifier.classify(tokenizer.tokenize(DATABASE_WIKI)));
    assertEquals(1, (int) kldClassifier.classify(tokenizer.tokenize(FLOWER_WIKI)));
  }

  @Test
  public void testWithReuters() {
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

    kldClassifier.update(0, tokenizer.tokenize(MYSQL_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(LILIUM_WIKI));
    kldClassifier.update(1, tokenizer.tokenize(ROSE_WIKI));

    assertEquals(0, (int) kldClassifier.classify(tokenizer.tokenize(DATABASE_WIKI)));
    assertEquals(1, (int) kldClassifier.classify(tokenizer.tokenize(FLOWER_WIKI)));
  }

  @Test
  public void testWithReuters() {
    List<TextInstance<Integer>> training = DatasetUtils.getTrainingFolds(0, 10, Datasets.getReutersSamples());
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

  @SuppressWarnings("unchecked")
  @Test
  public void test() {
    // Given
    TextTokenizer tokenizer = new EnglishTokenizer();
    List<String> d1 = tokenizer.tokenize(DATABASE_WIKI);
    List<String> d2 = tokenizer.tokenize(NOSQL_WIKI);
    List<String> d3 = tokenizer.tokenize(MYSQL_WIKI);
    List<String> d4 = tokenizer.tokenize(FLOWER_WIKI);
    List<String> d5 = tokenizer.tokenize(LILIUM_WIKI);
    List<String> d6 = tokenizer.tokenize(ROSE_WIKI);
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

  @Test
  public void test() {
    // Given
    TextTokenizer tokenizer = new EnglishTokenizer();
    List<String> d1 = tokenizer.tokenize(DATABASE_WIKI);
    List<String> d2 = tokenizer.tokenize(NOSQL_WIKI);
    List<String> d3 = tokenizer.tokenize(MYSQL_WIKI);
    List<String> d4 = tokenizer.tokenize(FLOWER_WIKI);
    List<String> d5 = tokenizer.tokenize(LILIUM_WIKI);
    List<String> d6 = tokenizer.tokenize(ROSE_WIKI);
    List<List<String>> training = Arrays.asList(d1, d2, d4, d5);
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

  public void test() {
    // Given
    TextTokenizer tokenizer = new EnglishTokenizer();
    List<String> d1 = tokenizer.tokenize(DATABASE_WIKI);
    List<String> d2 = tokenizer.tokenize(NOSQL_WIKI);
    List<String> d3 = tokenizer.tokenize(MYSQL_WIKI);
    List<String> d4 = tokenizer.tokenize(FLOWER_WIKI);
    List<String> d5 = tokenizer.tokenize(LILIUM_WIKI);
    List<String> d6 = tokenizer.tokenize(ROSE_WIKI);
    List<List<String>> training = Arrays.asList(d1, d2, d4, d5);
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

    // Given
    TextTokenizer tokenizer = new EnglishTokenizer();
    List<String> d1 = tokenizer.tokenize(DATABASE_WIKI);
    List<String> d2 = tokenizer.tokenize(NOSQL_WIKI);
    List<String> d3 = tokenizer.tokenize(MYSQL_WIKI);
    List<String> d4 = tokenizer.tokenize(FLOWER_WIKI);
    List<String> d5 = tokenizer.tokenize(LILIUM_WIKI);
    List<String> d6 = tokenizer.tokenize(ROSE_WIKI);
    List<List<String>> training = Arrays.asList(d1, d2, d4, d5);

    TFIDF tfidf = new TFIDF();
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

    TextTokenizer tokenizer = new EnglishTokenizer();
    List<String> d1 = tokenizer.tokenize(DATABASE_WIKI);
    List<String> d2 = tokenizer.tokenize(NOSQL_WIKI);
    List<String> d3 = tokenizer.tokenize(MYSQL_WIKI);
    List<String> d4 = tokenizer.tokenize(FLOWER_WIKI);
    List<String> d5 = tokenizer.tokenize(LILIUM_WIKI);
    List<String> d6 = tokenizer.tokenize(ROSE_WIKI);
    List<List<String>> training = Arrays.asList(d1, d2, d4, d5);

    TFIDF tfidf = new TFIDF();
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Examples of com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer.tokenize()

    List<String> d1 = tokenizer.tokenize(DATABASE_WIKI);
    List<String> d2 = tokenizer.tokenize(NOSQL_WIKI);
    List<String> d3 = tokenizer.tokenize(MYSQL_WIKI);
    List<String> d4 = tokenizer.tokenize(FLOWER_WIKI);
    List<String> d5 = tokenizer.tokenize(LILIUM_WIKI);
    List<String> d6 = tokenizer.tokenize(ROSE_WIKI);
    List<List<String>> training = Arrays.asList(d1, d2, d4, d5);

    TFIDF tfidf = new TFIDF();

    // When
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