public string JSONSerialize()
{
Dictionary <string, TokenSeializable> sTokens = new Dictionary <string, TokenSeializable>();
VocabularySerializable sVocabulary = new VocabularySerializable();
foreach (TokenModel t in _tokens.Values)
{
sTokens.Add(t.token, new TokenSeializable(t.token, t.NofXNEG, t.NofXPOS, t.probabilityNEG(negWords, _tokens.Count), t.probabilityPOS(posWords, _tokens.Count)));
}
sVocabulary.amountNEGReviews = amountNEGReviews;
sVocabulary.amountPOSReviews = amountPOSReviews;
sVocabulary.SOfEmptyNEG = SOfEmptyNEG;
sVocabulary.SOfEmptyPOS = SOfEmptyPOS;
sVocabulary.tokens = sTokens;
sVocabulary.negWords = negWords;
sVocabulary.posWords = posWords;
return(JsonConvert.SerializeObject(sVocabulary));
}
public SentimentModel(string JSON)
{
sVocabulary = Dezerialize(JSON);
}