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; }