static public void WriteMVResultFile(Mce mce, int groupIndex)
{
foreach (Sentence sentence in Variable.Sentences)
{
sentence.AnnotaitonGroups[groupIndex].PeMVResult = new Result(sentence.AnnotaitonGroups[groupIndex].MVResult);
sentence.AnnotaitonGroups[groupIndex].PeMVResult.TransToPersonalityResult(mce.EstimatedPersonality[sentence.Character].Item1);
}
if (Variable.OutputResult)
{
StreamWriter resultFile = new StreamWriter("Result/" + Variable.NumberOfAnnotationsPerSentenceAfterGrouping + "PeMV" + "Binary" + groupIndex + ".csv", false, Encoding.Default);
Function.InitialResultFile(resultFile);
double averageTrueLabelsPerResult = 0;
foreach (Sentence sentence in Variable.Sentences)
{
Function.WriteBinaryResultOfASentence(sentence.ID, sentence.AnnotaitonGroups[groupIndex].PeMVResult,
sentence.Character.ID + ","
+ " strongInM:" + mce.Value[sentence.Character][Will.strong] + " weakInM:" + mce.Value[sentence.Character][Will.weak] + ",",
sentence.Speech, resultFile);
averageTrueLabelsPerResult += sentence.AnnotaitonGroups[groupIndex].PeMVResult.NumberOfTrueLabel;
}
resultFile.Write("Average true labels per annotatin," + averageTrueLabelsPerResult / Variable.Sentences.Count + ",");
resultFile.Close();
}
}
static public BEkef CalculateBExy(Mce mce, IDictionary <Annotator, IDictionary <Character, IDictionary <Will, double> > > okxc, Smoothing smoothingBE, int time, int groupIndex)
{
BEkef bexy = new BEkef(time);
IDictionary <Annotator, IDictionary <Will, double> > denominator = new Dictionary <Annotator, IDictionary <Will, double> >();
IDictionary <Smoothing, double[]> smoothingNumber = Function.SmoothingNumber(2);
foreach (Annotator annotator in GroupVariable.AnnotatorGroups[groupIndex])
{
//初始化
bexy.Value.Add(annotator, new Dictionary <Tuple <Will, Will>, double>());
denominator.Add(annotator, new Dictionary <Will, double>());
bexy.Value[annotator].Add(Tuple.Create(Will.strong, Will.strong), 0);
bexy.Value[annotator].Add(Tuple.Create(Will.strong, Will.weak), 0);
bexy.Value[annotator].Add(Tuple.Create(Will.weak, Will.strong), 0);
bexy.Value[annotator].Add(Tuple.Create(Will.weak, Will.weak), 0);
denominator[annotator].Add(Will.strong, 0);
denominator[annotator].Add(Will.weak, 0);
//计算分子分母
foreach (Character character in mce.Value.Keys)
{
if (okxc[annotator].ContainsKey(character))
{
double strongstrong = mce.Value[character][Will.strong] * okxc[annotator][character][Will.strong];//TODO调试观察是不是每次迭代都不变
double strongweak = mce.Value[character][Will.strong] * okxc[annotator][character][Will.weak];
bexy.Value[annotator][Tuple.Create(Will.strong, Will.strong)] += strongstrong;
bexy.Value[annotator][Tuple.Create(Will.strong, Will.weak)] += strongweak;
//denominator[annotator][Will.strong] += strongstrong + strongweak;
denominator[annotator][Will.strong] += mce.Value[character][Will.strong];
double weakstrong = mce.Value[character][Will.weak] * okxc[annotator][character][Will.strong];
double weakweak = mce.Value[character][Will.weak] * okxc[annotator][character][Will.weak];
bexy.Value[annotator][Tuple.Create(Will.weak, Will.strong)] += weakstrong;
bexy.Value[annotator][Tuple.Create(Will.weak, Will.weak)] += weakweak;
//denominator[annotator][Will.weak] += weakstrong + weakweak;
denominator[annotator][Will.weak] += mce.Value[character][Will.weak];
}
}
//计算最终结果
if (denominator[annotator][Will.strong] != 0)
{
if (smoothingBE != Smoothing.None)
{
bexy.Value[annotator][Tuple.Create(Will.strong, Will.strong)] = (bexy.Value[annotator][Tuple.Create(Will.strong, Will.strong)] + smoothingNumber[Variable.SmoothPajl][0]) / (denominator[annotator][Will.strong] + smoothingNumber[Variable.SmoothPajl][1]);
bexy.Value[annotator][Tuple.Create(Will.strong, Will.weak)] = (bexy.Value[annotator][Tuple.Create(Will.strong, Will.weak)] + smoothingNumber[Variable.SmoothPajl][0]) / (denominator[annotator][Will.strong] + smoothingNumber[Variable.SmoothPajl][1]);
}
else
{
bexy.Value[annotator][Tuple.Create(Will.strong, Will.strong)] /= denominator[annotator][Will.strong];
bexy.Value[annotator][Tuple.Create(Will.strong, Will.weak)] /= denominator[annotator][Will.strong];
}
}
else
{
bexy.Value[annotator][Tuple.Create(Will.strong, Will.strong)] = 1;
//bexy.Value[annotator][Tuple.Create(Will.strong, Will.strong)] = 0.5;
//bexy.Value[annotator][Tuple.Create(Will.strong, Will.weak)] = 0.5;
}
if (denominator[annotator][Will.weak] != 0)
{
if (smoothingBE != Smoothing.None)
{
bexy.Value[annotator][Tuple.Create(Will.weak, Will.strong)] = (bexy.Value[annotator][Tuple.Create(Will.weak, Will.strong)] + smoothingNumber[Variable.SmoothPajl][0]) / (denominator[annotator][Will.weak] + smoothingNumber[Variable.SmoothPajl][1]);
bexy.Value[annotator][Tuple.Create(Will.weak, Will.weak)] = (bexy.Value[annotator][Tuple.Create(Will.weak, Will.weak)] + smoothingNumber[Variable.SmoothPajl][0]) / (denominator[annotator][Will.weak] + smoothingNumber[Variable.SmoothPajl][1]);
}
else
{
bexy.Value[annotator][Tuple.Create(Will.weak, Will.strong)] /= denominator[annotator][Will.weak];
bexy.Value[annotator][Tuple.Create(Will.weak, Will.weak)] /= denominator[annotator][Will.weak];
}
}
else
{
bexy.Value[annotator][Tuple.Create(Will.weak, Will.weak)] = 1;
//bexy.Value[annotator][Tuple.Create(Will.weak, Will.strong)] = 0.5;
//bexy.Value[annotator][Tuple.Create(Will.weak, Will.weak)] = 0.5;
}
}
return(bexy);
}