public int Predict(string input)
{
var newX = TextClassificationProblemBuilder.CreateNode(input, vocabulary);
var predictedY = model.Predict(newX);
return((int)predictedY);
}
public int Analyze(string message)
{
//var accuracy = model.GetCrossValidationAccuracy(10);
//var path = Path.Combine(AppDomain.CurrentDomain.BaseDirectory, string.Format("Files/model_{0}_accuracy.model", accuracy));
//model.Export(path);
var newX = TextClassificationProblemBuilder.CreateNode(message, vocabulary);
var predictedY = model.Predict(newX);
var predictedProb = model.PredictProbabilities(newX);
//return _predictionDictionary[(int)predictedY];
return((int)predictedY > 0 ? 1 : -1);
}
