Examples with GeometricMeanScoringStrategy com.joliciel.talismane.machineLearning.GeometricMeanScoringStrategy used on opensource projects

Example 1 with GeometricMeanScoringStrategy

use of com.joliciel.talismane.machineLearning.GeometricMeanScoringStrategy in project talismane by joliciel-informatique.

the class SentenceDetectorTest method testDetectSentences2.

@Test
public void testDetectSentences2() throws Exception {
    System.setProperty("config.file", "src/test/resources/test.conf");
    ConfigFactory.invalidateCaches();
    final Config config = ConfigFactory.load();
    final String sessionId = "test";
    DecisionMaker decisionMaker = new DecisionMaker() {

        @Override
        public ScoringStrategy<ClassificationSolution> getDefaultScoringStrategy() {
            return new GeometricMeanScoringStrategy();
        }

        @Override
        public List<Decision> decide(List<FeatureResult<?>> featureResults) {
            List<Decision> decisions = new ArrayList<>();
            Decision decision = new Decision(SentenceDetectorOutcome.IS_BOUNDARY.name(), 1.0);
            decisions.add(decision);
            return decisions;
        }
    };
    String[] labels = new String[0];
    Set<SentenceDetectorFeature<?>> features = new HashSet<>();
    SentenceDetector sentenceDetector = new SentenceDetector(decisionMaker, features, sessionId);
    String text = "Before analysis. Hello Mr. Jones\nHow are you, Mr. Jones? After";
    AnnotatedText annotatedText = new AnnotatedText(text, "Before analysis. ".length(), text.length());
    List<Annotation<RawTextNoSentenceBreakMarker>> noSentenceBreakMarkers = new ArrayList<>();
    noSentenceBreakMarkers.add(new Annotation<>("Before analysis. Hello ".length(), "Before analysis. Hello Mr.".length(), new RawTextNoSentenceBreakMarker("me"), labels));
    noSentenceBreakMarkers.add(new Annotation<>("Before analysis. Hello Mr. Jones\nHow are you, ".length(), "Before analysis. Hello Mr. Jones\nHow are you, Mr.".length(), new RawTextNoSentenceBreakMarker("me"), labels));
    annotatedText.addAnnotations(noSentenceBreakMarkers);
    List<Annotation<SentenceBoundary>> existingBoundaries = new ArrayList<>();
    existingBoundaries.add(new Annotation<>("".length(), "Before analysis.".length(), new SentenceBoundary(), labels));
    annotatedText.addAnnotations(existingBoundaries);
    List<Annotation<RawTextSentenceBreakMarker>> sentenceBreaks = new ArrayList<>();
    sentenceBreaks.add(new Annotation<>("Before analysis. Hello Mr. Jones".length(), "Before analysis. Hello Mr. Jones\n".length(), new RawTextSentenceBreakMarker("me"), labels));
    annotatedText.addAnnotations(sentenceBreaks);
    List<Integer> guessedBoundaries = sentenceDetector.detectSentences(annotatedText);
    assertEquals(2, guessedBoundaries.size());
    assertEquals("Before analysis. Hello Mr. Jones\n".length(), guessedBoundaries.get(0).intValue());
    assertEquals("Before analysis. Hello Mr. Jones\nHow are you, Mr. Jones?".length(), guessedBoundaries.get(1).intValue());
    List<Annotation<SentenceBoundary>> sentenceBoundaries = annotatedText.getAnnotations(SentenceBoundary.class);
    System.out.println(sentenceBoundaries.toString());
    assertEquals(4, sentenceBoundaries.size());
    assertEquals("".length(), sentenceBoundaries.get(0).getStart());
    assertEquals("Before analysis.".length(), sentenceBoundaries.get(0).getEnd());
    assertEquals("Before analysis. ".length(), sentenceBoundaries.get(1).getStart());
    assertEquals("Before analysis. Hello Mr. Jones\n".length(), sentenceBoundaries.get(1).getEnd());
    assertEquals("Before analysis. Hello Mr. Jones\n".length(), sentenceBoundaries.get(2).getStart());
    assertEquals("Before analysis. Hello Mr. Jones\nHow are you, Mr. Jones?".length(), sentenceBoundaries.get(2).getEnd());
    assertEquals("Before analysis. Hello Mr. Jones\nHow are you, Mr. Jones?".length(), sentenceBoundaries.get(3).getStart());
    assertEquals("Before analysis. Hello Mr. Jones\nHow are you, Mr. Jones? After".length(), sentenceBoundaries.get(3).getEnd());
}

Example 2 with GeometricMeanScoringStrategy

use of com.joliciel.talismane.machineLearning.GeometricMeanScoringStrategy in project talismane by joliciel-informatique.

the class SentenceDetectorTest method testDetectSentences.

@Test
public void testDetectSentences() throws Exception {
    System.setProperty("config.file", "src/test/resources/test.conf");
    ConfigFactory.invalidateCaches();
    final Config config = ConfigFactory.load();
    final String sessionId = "test";
    DecisionMaker decisionMaker = new DecisionMaker() {

        @Override
        public ScoringStrategy<ClassificationSolution> getDefaultScoringStrategy() {
            return new GeometricMeanScoringStrategy();
        }

        @Override
        public List<Decision> decide(List<FeatureResult<?>> featureResults) {
            List<Decision> decisions = new ArrayList<>();
            Decision decision = new Decision(SentenceDetectorOutcome.IS_BOUNDARY.name(), 1.0);
            decisions.add(decision);
            return decisions;
        }
    };
    String[] labels = new String[0];
    Set<SentenceDetectorFeature<?>> features = new HashSet<>();
    SentenceDetector sentenceDetector = new SentenceDetector(decisionMaker, features, sessionId);
    String text = "Before analysis. Hello Mr. Jones. How are you, Mr. Jones? After analysis.";
    AnnotatedText annotatedText = new AnnotatedText(text, "Before analysis. ".length(), "Before analysis. Hello Mr. Jones. How are you, Mr. Jones?".length());
    List<Annotation<RawTextNoSentenceBreakMarker>> noSentenceBreakMarkers = new ArrayList<>();
    noSentenceBreakMarkers.add(new Annotation<>("Before analysis. Hello ".length(), "Before analysis. Hello Mr.".length(), new RawTextNoSentenceBreakMarker("me"), labels));
    noSentenceBreakMarkers.add(new Annotation<>("Before analysis. Hello Mr. Jones. How are you, ".length(), "Before analysis. Hello Mr. Jones. How are you, Mr.".length(), new RawTextNoSentenceBreakMarker("me"), labels));
    annotatedText.addAnnotations(noSentenceBreakMarkers);
    List<Integer> sentenceBreaks = sentenceDetector.detectSentences(annotatedText);
    assertEquals(2, sentenceBreaks.size());
    assertEquals("Before analysis. Hello Mr. Jones.".length(), sentenceBreaks.get(0).intValue());
    assertEquals("Before analysis. Hello Mr. Jones. How are you, Mr. Jones?".length(), sentenceBreaks.get(1).intValue());
    List<Annotation<SentenceBoundary>> sentenceBoundaries = annotatedText.getAnnotations(SentenceBoundary.class);
    assertEquals(2, sentenceBoundaries.size());
    assertEquals("".length(), sentenceBoundaries.get(0).getStart());
    assertEquals("Before analysis. Hello Mr. Jones.".length(), sentenceBoundaries.get(0).getEnd());
    assertEquals("Before analysis. Hello Mr. Jones.".length(), sentenceBoundaries.get(1).getStart());
    assertEquals("Before analysis. Hello Mr. Jones. How are you, Mr. Jones?".length(), sentenceBoundaries.get(1).getEnd());
}