//Private Methods
//Removing of unwanthed characters
//Calculating final probability document belonging to category
private double CalculatePCatDoc(CategoryTable tableConservative, double totalUniqueWords, double PCatParty, List <double> PCatPartyDoc)
{
double CatLogTotal = 0;
for (int i = 0; i < fileContents.Count; i++)
{
PCatPartyDoc.Add(tableConservative.GetPWordCat(fileContents[i], totalUniqueWords));
}
if (PCatPartyDoc.Any())
{
PCatPartyDoc.Add(PCatParty);
}
else
{
PCatPartyDoc.Add(0);
PCatPartyDoc.Add(PCatParty);
}
for (int i = 0; i < PCatPartyDoc.Count() - 1; i++)
{
CatLogTotal += PCatPartyDoc[i];
}
return(CatLogTotal);
}
