public void GetSimilarityInternalJaroTest()
{
var sim = new SemanticBagOfWordsSimilarity(_vocabulary, TokenSimilarity.Jaro);
var semanticSimString = sim.GetSimilarity(new[] { "THE", "TEXT" }, new[] { "SOME", "TEXT" });
semanticSimString.Should().BeApproximately(0.946, ErrorTolerance);
}
public void GetSimilarityInternalMetricAndSymmetricTest()
{
var sim = new SemanticBagOfWordsSimilarity(_vocabulary, TokenSimilarity.Levenshtein, true);
var semanticNormalizedString = sim.GetSimilarity(new[] { new NormalizedString("the"), new NormalizedString("text") },
new[] { new NormalizedString("some"), new NormalizedString("text") });
semanticNormalizedString.Should().BeApproximately(0.856, ErrorTolerance);
}
public void GetSimilarityDefaultTest()
{
const string pattern = "the text";
const string target = "some text";
var sim = new SemanticBagOfWordsSimilarity(_vocabulary);
var semanticSim = sim.GetSimilarity(new StandardTokenizer(pattern), new StandardTokenizer(target));
semanticSim.Should().BeApproximately(0.856, ErrorTolerance);
}