static public void GenerateIndependentResult()
{
foreach (Sentence sentence in Variable.Sentences)
{
sentence.IndependentResult = new Result();
}
foreach (Label label in Variable.LabelArray)
{
//Variable.OutputFile.WriteLine("Start: " + Variable.LabelToString[label]);
IList <double> Pdatas = new List <double>();
Initialize(label);
for (int time = 1; time <= Variable.ConvergeTimeThreshold; ++time)
{
//计算Pk
NoGroupIDSVariable.Pj = CoreFunction.CalculatePj(NoGroupIDSVariable.Sij, time);
//计算π
NoGroupIDSVariable.PAkjl = CoreFunction.CalculatePAkjl(new Label[] { label }, NoGroupIDSVariable.Sij, time, -1);
//计算Sij
//if (CoreFunction.CalculatePdataAndSij(new Label[] { label }, ref NoGroupIDSVariable.Sij, NoGroupIDSVariable.Pj, NoGroupIDSVariable.Pajl, NoGroupIDSVariable.Mcj, ref NoGroupIDSVariable.Pdata, -1, Pdatas,
// new Dictionary<Tuple<Labelset, Labelset>, double>(), new Dictionary<Tuple<Character, Character>, IDictionary<Tuple<Labelset, Labelset>, double>>()))
//{
// ObtainLabelResult(label);
// break;
//}
}
}
OutputResult();
}
static public void RunPeTM(PorSForJointje PorS, Smoothing SmoothingBE, BnOrNot bnOrNot)
{
double[] accuracyOfPersonalityForEachGroup = new double[GroupVariable.AnnotatorGroups.Length];
for (int groupIndex = 0; groupIndex < GroupVariable.AnnotatorGroups.Length; ++groupIndex)
{
IDictionary <Annotator, IDictionary <Character, IDictionary <Will, double> > > okcx = PersonalityFunction.CalculateOkcx(groupIndex);//模拟人对角色个性的标注，计算一次就不变了
Mce mce = InitializeMce(groupIndex);
Sije sije = null;
if (bnOrNot == BnOrNot.Yes)
{
sije = InitializeSijeWithBN(mce, groupIndex);
}
else
{
sije = InitializeSije(mce, groupIndex); //old new
}
Pje pje = null; //p(t|e)
Pdata pdata = null;
IList <double> Pdatas = new List <double>();
for (int convergeTime = 1; convergeTime <= Variable.ConvergeTimeThreshold; ++convergeTime)
{
mce = CalculateMce(sije, groupIndex);
PAkjl pakjl = CoreFunction.CalculatePAkjl(Variable.LabelArray, sije.ToSij, convergeTime, groupIndex);
BEkef bekef = PersonalityFunction.CalculateBExy(mce, okcx, SmoothingBE, convergeTime, groupIndex);
if (PorS == PorSForJointje.P)
{
pje = CalculatePje(sije, convergeTime);
}
if (CalculatePdataAndSije(ref sije, pakjl, bekef, pje, mce, okcx, ref pdata, Pdatas, groupIndex))//old/new
{
break;
}
}
IDictionary <Sentence, IDictionary <Will, double> > sic = ObtainBinaryResult(sije, mce, groupIndex);
WriteBinaryResultFile(sic, mce, groupIndex);
PersonalityFunction.WriteMVResultFile(mce, groupIndex);
accuracyOfPersonalityForEachGroup[groupIndex] = PersonalityPaperFunction.AccuracyOfPersonalityForEachGroup(PersonalityVariable.TruePersonality, mce.EstimatedPersonality);
}
Function.ConsoleWriteLine("Accuracy Of PeTM: " + PersonalityPaperFunction.AccuracyOfPersonality(accuracyOfPersonalityForEachGroup));
}
static public void RunTDDS()
{
for (int groupIndex = 0; groupIndex < GroupVariable.AnnotatorGroups.Length; ++groupIndex)
{
Initialize(groupIndex);
IList <double> Pdatas = new List <double>();
for (int time = 1; time <= Variable.ConvergeTimeThreshold; ++time)
{
//计算Pk
//计算Pk，mcj（consistent：角色c有j标签的概率）
ChoiceFunction.PriorPj(ref TDDSVariable.Pj, ref TDDSVariable.Mcj, TDDSVariable.Sij, time);
//计算π
TDDSVariable.PAkjl = CoreFunction.CalculatePAkjl(Variable.LabelArray, TDDSVariable.Sij, time, groupIndex);
//计算Sij
//if (CoreFunction.CalculatePdataAndSij(Variable.LabelArray, ref TDDSVariable.Sij, TDDSVariable.Pj, TDDSVariable.Pajl, TDDSVariable.Mcj, ref TDDSVariable.Pdata, groupIndex, Pdatas,
// TDDSVariable.ConditionalPj, TDDSVariable.ConditionalMcj))
//break;
}
DDSFunction.ObtainBinaryResult(TDDSVariable.Sij, "TDDS", groupIndex);
DDSFunction.ObtainNumericResult(TDDSVariable.Sij, "TDDS", groupIndex);
Function.WriteBinaryResultFile("TDDS", groupIndex);
}
}
