double CalcProbability(ProbabilityDictionary pd, int index)
{
double b = 0.0;
for (int i = 0; i < pd.pDictionary.Length; i++)
{
b += pd.pDictionary[i].Probability * SearchProb(pd.pDictionary[i].Word, index);
}
return(b);
}
/// <summary>
/// Генерирование моделей
/// </summary>
void GenerateModels()
{
ProbabilityDictionary[] pD = new ProbabilityDictionary[_paths.Length];
tmds = new TextModelData[pD.Length];
for (int i = 0; i < _paths.Length; i++)
{
tmds[i] = new TextModelData();
tmds[i].pds = (new ProbabilityDictionary(File.ReadAllText(_paths[i]))).pDictionary;
}
}
public int RecognClass(string text)
{
int class_ = 0;
ProbabilityDictionary pd = new ProbabilityDictionary(text);
double maxProb = CalcProbability(pd, 0);
for (int i = 1; i < textModel.tmds.Length; i++)
{
double prob = CalcProbability(pd, i);
if (maxProb < prob)
{
maxProb = prob;
class_ = i;
}
}
return(class_);
}
