private void btnLoad_Click(object sender, EventArgs e)
{
Corpus bad = new Corpus();
Corpus good = new Corpus();
bad.LoadFromFile("../../TestData/spam.txt");
good.LoadFromFile("../../TestData/good.txt");
_filter = new SpamFilter();
_filter.Load(good, bad);
// Just for grins, we'll dump out some statistics about the data we just loaded.
txtOut.Text = String.Format(@"{0} {1} {2}{3}"
, _filter.Good.Tokens.Count
, _filter.Bad.Tokens.Count
, _filter.Prob.Count
, Environment.NewLine);
// ... and some probabilities for keys
foreach (string key in _filter.Prob.Keys)
{
if (_filter.Prob[key] > 0.02)
{
txtOut.AppendText(String.Format("{0},{1}{2}", _filter.Prob[key].ToString(".0000"), key, Environment.NewLine));
}
}
}
/// <summary>
/// Initializes the natural language class
/// </summary>
/// <param name="spamfile">Spam words definition text file</param>
/// <param name="goodfile">Good words definition text file</param>
public NaturalLanguage(string spamfile, string goodfile)
{
Corpus bad = new Corpus();
Corpus good = new Corpus();
t = new Translator();
bad.LoadFromFile(spamfile);
good.LoadFromFile(goodfile);
filter = new SpamFilter();
filter.Load(good, bad);
}
