static void Main(string[] args)
{
ClassLabelDictionary classLabelDict = new ClassLabelDictionary();
classLabelDict.LoadFromDB();
WordDictionary wordDict = new WordDictionary();
wordDict.LoadFromDB();
TFIDFDictionary tfidfDict = new TFIDFDictionary();
tfidfDict.LoadFromDB();
BoWModelDB docDB = new BoWModelDB(wordDict);
docDB.LoadFromDBByDataSet("doc_set_cls_1000");
PModel.PrecedenceModel pModel = new PModel.PrecedenceModel(tfidfDict, classLabelDict);
pModel.DiscoverPrecedence();
PrecedenceQuery pQuery = new PrecedenceQuery(pModel, wordDict, classLabelDict);
pQuery.TestQuery(docDB);
}
static void InitAP()
{
wordDict = new WordDictionary();
docModelDB = new LDABoWModelDB(10, wordDict);
string line;
StreamReader reader = new StreamReader(new FileStream("ap.dat", FileMode.Open));
while ((line = reader.ReadLine()) != null)
{
string[] ss = line.Split(' ');
LDABoWModel doc = new LDABoWModel(docModelDB);
for (int i = 1; i < ss.Length; i++)
{
string[] sss = ss[i].Split(':');
doc.AddWord(int.Parse(sss[0]), int.Parse(sss[1]));
wordDict.AddValue(sss[0], int.Parse(sss[0]));
}
doc.InitIndex();
docModelDB.AddDocModel(doc);
}
reader.Close();
docModelDB.Init();
}
static void InitDict()
{
classLabelDict = new ClassLabelDictionary();
classLabelDict.LoadFromDB();
wordDict = new WordDictionary();
wordDict.LoadFromDB();
}
