private void AddWordToClass(string word, BayesClass classInstance)
{
if (classInstance.UniqueWords.ContainsKey(word))
{
classInstance.UniqueWords[word]++;
}
else
{
classInstance.UniqueWords.Add(word, 1);
}
}
public void AddDocumentToClass(string document, string className)
{
var classInstance = bayesClassList.FirstOrDefault(x => x.Name == className);
if (className == null)
{
classInstance = new BayesClass();
bayesClassList.Add(classInstance);
}
var words = document.Split(' ').Where(x => x.Length > MinimalWordsLength);
foreach (var word in words)
{
AddWordToClass(word, classInstance);
}
classInstance.DocumentsCount++;
}