public SentimentResult Predict(string sentiment)
{
var result = new SentimentResult();
var tokenized = _preprocessor.Process(sentiment);
var featurized = _bagOfWords.Transform(tokenized).ToInt32();
var scores = _bayes.Scores(featurized);
var prob = _bayes.Probabilities(featurized);
result.Polarity = _bayes.Decide(featurized) == 0 ? Polarity.Negative : Polarity.Positive;
result.NegativeScore = scores[0];
result.PositiveScore = scores[1];
result.NegativeProbability = prob[0];
result.PositiveProbability = prob[1];
return(result);
}
