public void LoadDataSet(string strDataFile)
{
StreamReader reader = null;
try
{
reader = new StreamReader(strDataFile);
string strTemps = reader.ReadToEnd();
reader.Close();
string[] strLines = Regex.Split(strTemps, "\r\n");
NumPattern = strLines.Length - 1;
ArrActuals = new double[NumPattern][];
ArrPredicts = new double[NumPattern][];
ArrPattern = new double[NumPattern][];
for (int i = 0; i < NumPattern; i++)
{
string[] strValue = strLines[i].Split(' ');
int iTempActual = int.Parse(strValue[0]);
ArrActuals[i] = new double[3];
switch (iTempActual)
{
case DOWNTREND:
ArrActuals[i][0] = 1;
ArrActuals[i][1] = 0;
ArrActuals[i][2] = 0;
break;
case NOTREND:
ArrActuals[i][0] = 0;
ArrActuals[i][1] = 1;
ArrActuals[i][2] = 0;
break;
case UPTREND:
ArrActuals[i][0] = 0;
ArrActuals[i][1] = 0;
ArrActuals[i][2] = 1;
break;
}
ArrPattern[i] = new double[ANNParameterBUS.InputNode];
for (int j = 0; j < ANNParameterBUS.InputNode; j++)
{
ArrPattern[i][j] = double.Parse(strValue[j + 1].Split(':')[1]);
}
}
ANNModel = new ANNModelBUS();
}
catch (Exception ex)
{
throw ex;
}
}
public void LoadDataSet(string strDataFile)
{
StreamReader reader = null;
try
{
reader = new StreamReader(strDataFile);
string strTemp; //= reader.ReadLine();
//Preprocess = new PreprocessBUS();
//Preprocess.Min = double.Parse(strTemp.Split(' ')[1]);
//Preprocess.Max = double.Parse(strTemp.Split(' ')[2]);
strTemp = reader.ReadToEnd();
reader.Close();
string[] strLines = Regex.Split(strTemp, "\r\n");
//DblActual = new double[2][];
NumPattern = strLines.Length - 1;
DblActual_Forecast = new double[2][];
DblActual_Forecast[0] = new double[NumPattern];
DblActual_Forecast[1] = new double[NumPattern];
ArrPattern = new double[NumPattern][];
for (int i = 0; i < NumPattern; i++)
{
string[] strValue = strLines[i].Split(' ');
//DblActual[i] = new double[1];
DblActual_Forecast[0][i] = int.Parse(strValue[0]);
ArrPattern[i] = new double[ANNParameterBUS.InputNode];
for (int j = 0; j < ANNParameterBUS.InputNode; j++)
{
ArrPattern[i][j] = double.Parse(strValue[j + 1].Split(':')[1]);
}
}
ANNModel = new ANNModelBUS();
ANNModel.LoadModelFile();
}
catch (Exception ex)
{
throw ex;
}
}
public void LoadDataSet(double[][] trainingSet)
{
NumPattern = trainingSet.Length;
ArrActual = new double[NumPattern];
ArrPredict = new double[NumPattern];
ArrPattern = new double[NumPattern][];
for (int i = 0; i < NumPattern; i++)
{
ArrActual[i] = trainingSet[i][ANNParameterBUS.InputNode];
ArrPattern[i] = new double[ANNParameterBUS.InputNode];
for (int j = 0; j < ANNParameterBUS.InputNode; j++)
{
ArrPattern[i][j] = trainingSet[i][j];
}
}
ANNModel = new ANNModelBUS();
}
public void LoadDataSet(string strDataFile)
{
StreamReader reader = null;
try
{
reader = new StreamReader(strDataFile);
string strTemp = reader.ReadToEnd();
reader.Close();
string[] strLines = Regex.Split(strTemp, "\r\n");
NumPattern = strLines.Length - 1;
ArrActual = new double[NumPattern];
ArrPredict = new double[NumPattern];
ArrPattern = new double[NumPattern][];
for (int i = 0; i < NumPattern; i++)
{
string[] strValue = strLines[i].Split(' ');
ArrActual[i] = double.Parse(strValue[0]);
ArrPattern[i] = new double[ANNParameterBUS.InputNode];
for (int j = 0; j < ANNParameterBUS.InputNode; j++ )
{
ArrPattern[i][j] = double.Parse(strValue[j + 1].Split(':')[1]);
}
}
ANNModel = new ANNModelBUS();
}
catch (Exception ex)
{
throw ex;
}
}
public void LoadDataSet(string strDataFile)
{
StreamReader reader = null;
try
{
reader = new StreamReader(strDataFile);
string strTemp ;//= reader.ReadLine();
//Preprocess = new PreprocessBUS();
//Preprocess.Min = double.Parse(strTemp.Split(' ')[1]);
//Preprocess.Max = double.Parse(strTemp.Split(' ')[2]);
strTemp = reader.ReadToEnd();
reader.Close();
string[] strLines = Regex.Split(strTemp, "\r\n");
//DblActual = new double[2][];
NumPattern = strLines.Length - 1;
DblActual_Forecast = new double[2][];
DblActual_Forecast[0] = new double[NumPattern];
DblActual_Forecast[1] = new double[NumPattern];
ArrPattern = new double[NumPattern][];
for (int i = 0; i < NumPattern; i++)
{
string[] strValue = strLines[i].Split(' ');
//DblActual[i] = new double[1];
DblActual_Forecast[0][i] = int.Parse(strValue[0]);
ArrPattern[i] = new double[ANNParameterBUS.InputNode];
for (int j = 0; j < ANNParameterBUS.InputNode; j++)
{
ArrPattern[i][j] = double.Parse(strValue[j + 1].Split(':')[1]);
}
}
ANNModel = new ANNModelBUS();
ANNModel.LoadModelFile();
}
catch (Exception ex)
{
throw ex;
}
}
public void LoadDataSet(string strDataFile)
{
StreamReader reader = null;
try
{
reader = new StreamReader(strDataFile);
string strTemps = reader.ReadToEnd();
reader.Close();
string[] strLines = Regex.Split(strTemps, "\r\n");
NumPattern = strLines.Length - 1;
ArrActuals = new double[NumPattern][];
ArrPredicts = new double[NumPattern][];
ArrPattern = new double[NumPattern][];
for (int i = 0; i < NumPattern; i++)
{
string[] strValue = strLines[i].Split(' ');
int iTempActual = int.Parse(strValue[0]);
ArrActuals[i] = new double[3];
switch (iTempActual)
{
case DOWNTREND:
ArrActuals[i][0] = 1;
ArrActuals[i][1] = 0;
ArrActuals[i][2] = 0;
break;
case NOTREND:
ArrActuals[i][0] = 0;
ArrActuals[i][1] = 1;
ArrActuals[i][2] = 0;
break;
case UPTREND:
ArrActuals[i][0] = 0;
ArrActuals[i][1] = 0;
ArrActuals[i][2] = 1;
break;
}
ArrPattern[i] = new double[ANNParameterBUS.InputNode];
for (int j = 0; j < ANNParameterBUS.InputNode; j++)
{
ArrPattern[i][j] = double.Parse(strValue[j + 1].Split(':')[1]);
}
}
ANNModel = new ANNModelBUS();
}
catch (Exception ex)
{
throw ex;
}
}