public Histogram2D GetMapHist()
{
this.NZFB8Hsyyk = new Histogram2D(this.fName, this.fTitle, this.crqUrCA6J, 0.0, (double) this.crqUrCA6J, this.R00zPKwYO, 0.0, (double) this.R00zPKwYO);
for (int index1 = 0; index1 < this.crqUrCA6J; ++index1)
{
for (int index2 = 0; index2 < this.R00zPKwYO; ++index2)
this.C4gBBYR9YW[index1, index2].ResetWin();
}
for (int Seek = 0; Seek < this.en8Br1nJcm.GetNData(); ++Seek)
{
TKohonenData tkohonenData = (TKohonenData) this.en8Br1nJcm.GetData(Seek);
double[] input = tkohonenData.Input;
double[] output = tkohonenData.Output;
this.ProcessInput(input);
TKohonenNeuron winner = this.GetWinner();
if (output != null)
{
if (output[0] != 0.0)
winner.AddWin(output[0]);
}
else
{
winner.AddWin(1.0);
winner.SetNWins(1);
}
tkohonenData.X = winner.Col;
tkohonenData.Y = winner.Row;
}
for (int index1 = 0; index1 < this.crqUrCA6J; ++index1)
{
for (int index2 = 0; index2 < this.R00zPKwYO; ++index2)
{
TKohonenNeuron tkohonenNeuron = this.C4gBBYR9YW[index1, index2];
if (tkohonenNeuron.GetNWins() != 0)
this.NZFB8Hsyyk.Set((double) tkohonenNeuron.Col, (double) tkohonenNeuron.Row, tkohonenNeuron.GetWin() / (double) tkohonenNeuron.GetNWins());
else
this.NZFB8Hsyyk.Set((double) tkohonenNeuron.Col, (double) tkohonenNeuron.Row, 0.0);
}
}
return this.NZFB8Hsyyk;
}
public TKohonenMap() : base()
{
this.en8Br1nJcm = (TNeuralDataSet) null;
this.NZFB8Hsyyk = (Histogram2D) null;
this.lHWBj2LFHb = (Graph) null;
this.L2kBAuWI5g = this.yem372767;
}
private void P2odmXxb0()
{
this.x0pBGNZNEv = new TInputNeuron[this.fNInput];
for (int index = 0; index < this.fNInput; ++index)
this.x0pBGNZNEv[index] = new TInputNeuron();
this.C4gBBYR9YW = new TKohonenNeuron[this.crqUrCA6J, this.R00zPKwYO];
for (int Col = 0; Col < this.crqUrCA6J; ++Col)
{
for (int Row = 0; Row < this.R00zPKwYO; ++Row)
this.C4gBBYR9YW[Col, Row] = new TKohonenNeuron(this, Col, Row);
}
for (int index1 = 0; index1 < this.fNInput; ++index1)
{
for (int index2 = 0; index2 < this.crqUrCA6J; ++index2)
{
for (int index3 = 0; index3 < this.R00zPKwYO; ++index3)
this.C4gBBYR9YW[index2, index3].Connect((TNeuron) this.x0pBGNZNEv[index1]);
}
}
this.NZFB8Hsyyk = (Histogram2D) null;
this.lHWBj2LFHb = (Graph) null;
this.M7SYu5gxf = EKohonenTopology.Rectangular;
this.a8fxHLKhg = EKohonenKernel.Bubble;
this.g5ykpFFS7 = 0.05;
this.yem372767 = 10.0;
}
