public bool IsSatisfied(DocModel instance, PModel.PrecedenceProperty p1, PModel.InstanceDB pDB, bool usePQuery)
{
if (usePQuery)
{
LDAModel ldaDoc = (LDAModel)pDB[pDB.SearchByDocID(instance.DocID)];
if (ldaDoc != null)
{
for (int i = 0; i < pModel.PrecedenceRelations.Count; i++)
{
PModel.PrecedenceRelation relation = pModel.PrecedenceRelations[i];
if (relation.P1 == p1)
{
int[] p = relation.P2.Values;
bool isSatisfied = true;
foreach (int v in p)
{
if (!ldaDoc.WordList.Contains(v))
{
isSatisfied = false;
break;
}
}
if (isSatisfied)
return isSatisfied;
}
}
}
}
for (int i = 0; i < p1.Values.Length; i++)
{
string s = classLabelDictionary.GetKey(p1.Values[i]);
List<int> queryWords = new List<int>();
string l = s.ToLower();
Match m;
Regex r = new Regex(@"[a-zA-Z]+[0-9]*");
for (m = r.Match(l); m.Success; m = m.NextMatch())
{
int word = -1;
wordDictionary.Dictionary.TryGetValue(Detachment.Instance.Detach(m.Value), out word);
if (word >= 0)
{
queryWords.Add(word);
}
else
{
Debug.Assert(1 == 1);
}
}
for (int j = 0; j < queryWords.Count; j++)
{
if (instance[queryWords[j]] <= 0)
{
return false;
}
}
}
return true;
}
static void Main(string[] args)
{
ClassLabelDictionary classLabelDict = new ClassLabelDictionary();
classLabelDict.LoadFromDB();
TFIDFDictionary tfidfDict = new TFIDFDictionary();
tfidfDict.LoadFromDB();
PrecedenceModel precedenceModel = new PrecedenceModel(tfidfDict, classLabelDict);
precedenceModel.DiscoverPrecedence();
}
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);
}
public PrecedenceQuery(PModel.PrecedenceModel pModel, DocModelDictionary wordDictionary, DocModelDictionary classLabelDictionary)
{
this.pModel = pModel;
this.wordDictionary = wordDictionary;
this.classLabelDictionary = classLabelDictionary;
}
bool IsSatisfied(LDAModel ldaDoc, PModel.PrecedenceProperty p2)
{
return true;
}
public void Validate(DocModel instance, PModel.PrecedenceProperty p1, bool isSatisfied,ref int hit, ref int miss, ref int bad)
{
int[] p = p1.Values;
foreach (int v in p)
{
if (!instance.HasClassLabel(v))
{
if (isSatisfied)
{
bad++;
return;
}
else
{
return;
}
}
}
if (isSatisfied)
hit++;
else
miss++;
}
