org.apache.lucene.search.similarities.LMDirichletSimilarity Java Examples

The following examples show how to use org.apache.lucene.search.similarities.LMDirichletSimilarity. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may check out the related API usage on the sidebar.

Example #1

Source File: KNearestNeighborClassifierTest.java From lucene-solr with Apache License 2.0

6 votes

@Test
public void testBasicUsage() throws Exception {
  LeafReader leafReader = null;
  try {
    MockAnalyzer analyzer = new MockAnalyzer(random());
    leafReader = getSampleIndex(analyzer);
    checkCorrectClassification(new KNearestNeighborClassifier(leafReader, null, analyzer, null, 1, 0, 0, categoryFieldName, textFieldName), TECHNOLOGY_INPUT, TECHNOLOGY_RESULT);
    checkCorrectClassification(new KNearestNeighborClassifier(leafReader, new LMDirichletSimilarity(), analyzer, null, 1, 0, 0, categoryFieldName, textFieldName), TECHNOLOGY_INPUT, TECHNOLOGY_RESULT);
    ClassificationResult<BytesRef> resultDS =  checkCorrectClassification(new KNearestNeighborClassifier(leafReader, new BM25Similarity(), analyzer, null, 3, 2, 1, categoryFieldName, textFieldName), TECHNOLOGY_INPUT, TECHNOLOGY_RESULT);
    ClassificationResult<BytesRef> resultLMS =  checkCorrectClassification(new KNearestNeighborClassifier(leafReader, new LMDirichletSimilarity(), analyzer, null, 3, 2, 1, categoryFieldName, textFieldName), TECHNOLOGY_INPUT, TECHNOLOGY_RESULT);
    assertTrue(resultDS.getScore() != resultLMS.getScore());
  } finally {
    if (leafReader != null) {
      leafReader.close();
    }
  }
}

Example #2

Source File: LMDirichletSimilarityFactory.java From lucene-solr with Apache License 2.0

5 votes

@Override
public Similarity getSimilarity() {
  LMDirichletSimilarity sim = (mu != null) ? new LMDirichletSimilarity(mu)
                                           : new LMDirichletSimilarity();
  sim.setDiscountOverlaps(discountOverlaps);
  return sim;
}

Example #3

Source File: TestLMDirichletSimilarityFactory.java From lucene-solr with Apache License 2.0

5 votes

/** dirichlet with parameters */
public void testParameters() throws Exception {
  Similarity sim = getSimilarity("text_params");
  assertEquals(LMDirichletSimilarity.class, sim.getClass());
  LMDirichletSimilarity lm = (LMDirichletSimilarity) sim;
  assertEquals(1000f, lm.getMu(), 0.01f);
}

Example #4

Source File: LtrQueryTests.java From elasticsearch-learning-to-rank with Apache License 2.0

5 votes

@Before
public void setupIndex() throws IOException {
    dirUnderTest = newDirectory();
    List<Similarity> sims = Arrays.asList(
            new ClassicSimilarity(),
            new SweetSpotSimilarity(), // extends Classic
            new BM25Similarity(),
            new LMDirichletSimilarity(),
            new BooleanSimilarity(),
            new LMJelinekMercerSimilarity(0.2F),
            new AxiomaticF3LOG(0.5F, 10),
            new DFISimilarity(new IndependenceChiSquared()),
            new DFRSimilarity(new BasicModelG(), new AfterEffectB(), new NormalizationH1()),
            new IBSimilarity(new DistributionLL(), new LambdaDF(), new NormalizationH3())
        );
    similarity = sims.get(random().nextInt(sims.size()));

    indexWriterUnderTest = new RandomIndexWriter(random(), dirUnderTest, newIndexWriterConfig().setSimilarity(similarity));
    for (int i = 0; i < docs.length; i++) {
        Document doc = new Document();
        doc.add(newStringField("id", "" + i, Field.Store.YES));
        doc.add(newField("field", docs[i], Store.YES));
        indexWriterUnderTest.addDocument(doc);
    }
    indexWriterUnderTest.commit();
    indexWriterUnderTest.forceMerge(1);
    indexWriterUnderTest.flush();


    indexReaderUnderTest = indexWriterUnderTest.getReader();
    searcherUnderTest = newSearcher(indexReaderUnderTest);
    searcherUnderTest.setSimilarity(similarity);
}

Example #5

Source File: LMDirichletSimilarityProvider.java From Elasticsearch with Apache License 2.0

4 votes

@Inject
public LMDirichletSimilarityProvider(@Assisted String name, @Assisted Settings settings) {
    super(name);
    float mu = settings.getAsFloat("mu", 2000f);
    this.similarity = new LMDirichletSimilarity(mu);
}

Example #6

Source File: TestLMDirichletSimilarityFactory.java From lucene-solr with Apache License 2.0

4 votes

/** dirichlet with default parameters */
public void test() throws Exception {
  assertEquals(LMDirichletSimilarity.class, getSimilarity("text").getClass());
}