public void TestAccuracy()
{
int correct = 0, total = 0;
MostFrequentSentenceAutoSemantic mostFrequentSentenceAutoSemantic = new MostFrequentSentenceAutoSemantic(wordNet, fsm);
AnnotatedCorpus corpus1 = new AnnotatedCorpus("../../../new-sentences");
AnnotatedCorpus corpus2 = new AnnotatedCorpus("../../../old-sentences");
for (int i = 0; i < corpus1.SentenceCount(); i++)
{
var sentence1 = (AnnotatedSentence.AnnotatedSentence)corpus1.GetSentence(i);
mostFrequentSentenceAutoSemantic.AutoSemantic(sentence1);
var sentence2 = (AnnotatedSentence.AnnotatedSentence)corpus2.GetSentence(i);
for (int j = 0; j < sentence1.WordCount(); j++)
{
total++;
AnnotatedWord word1 = (AnnotatedWord)sentence1.GetWord(j);
AnnotatedWord word2 = (AnnotatedWord)sentence2.GetWord(j);
if (word1.GetSemantic() != null && word1.GetSemantic().Equals(word2.GetSemantic()))
{
correct++;
}
}
}
Assert.AreEqual(549, total);
Assert.AreEqual(277, correct);
}
private string FindData(string dependent, string head, bool condition1, bool condition2, AnnotatedWord dependentWord, AnnotatedWord headWord)
{
if (condition1 || condition2)
{
return("PUNCT");
}
switch (dependent)
{
case "ADVP":
if (dependentWord.GetParse().GetRootPos().Equals("VERB"))
{
return("ADVCL");
}
if (dependentWord.GetParse().GetRootPos().Equals("NOUN"))
{
return("NMOD");
}
return("ADVMOD");
case "ADJP":
switch (head)
{
case "NP":
if (dependentWord.GetParse().GetRootPos().Equals("VERB"))
{
return("ACL");
}
return("AMOD");
}
return("ADVMOD");
case "PP":
switch (head)
{
case "NP":
return("CASE");
default:
if (dependentWord.GetParse() != null && dependentWord.GetParse().GetRootPos().Equals("NOUN"))
{
return("NMOD");
}
return("ADVMOD");
}
case "DP":
return("DET");
case "NP":
switch (head)
{
case "NP":
if (dependentWord.GetParse().ContainsTag(MorphologicalTag.PROPERNOUN) && headWord.GetParse().ContainsTag(MorphologicalTag.PROPERNOUN))
{
return("FLAT");
}
if (dependentWord.GetSemantic() != null && headWord.GetSemantic() != null && dependentWord.GetSemantic().Equals(headWord.GetSemantic()))
{
return("COMPOUND");
}
return("NMOD");
case "VP":
if (dependentWord.GetSemantic() != null && headWord.GetSemantic() != null && dependentWord.GetSemantic().Equals(headWord.GetSemantic()))
{
return("COMPOUND");
}
if (dependentWord.GetParse().ContainsTag(MorphologicalTag.NOMINATIVE) || dependentWord.GetParse().ContainsTag(MorphologicalTag.ACCUSATIVE))
{
return("OBJ");
}
return("OBL");
}
return("NMOD");
case "S":
switch (head)
{
case "VP":
return("CCOMP");
default:
return("DEP");
}
case "NUM":
return("NUMMOD");
case "INTJ":
return("DISCOURSE");
case "NEG":
return("NEG");
case "CONJP":
return("CC");
default:
return("DEP");
}
}