static private UnnormalizedDataSet nromalizeCheck(UnnormalizedDataSet _tmpDataSet, ConfigFile _configFile)
{
foreach (var i in _tmpDataSet.dataList)
{
for (int j = 0; j < _configFile.liczbaKolumn; j++)
{
i.container[j] = i.container[j].Replace('.', ',');
}
}
return(_tmpDataSet);
}
static public List <string[]> prepareDataSet(UnnormalizedDataSet _tmpDataSet, ConfigFile _configFile, float _newMin, float _newMax)
{
_tmpDataSet = nromalizeCheck(_tmpDataSet, _configFile);
List <string[]> tmpPreparedDataSet = new List <string[]>();
for (int j = 0; j < _configFile.liczbaKolumn; j++)
{
float[] tmpFloatArray = new float[_tmpDataSet.dataList.Count];
string[] tmpCharArray = new string[_tmpDataSet.dataList.Count];
for (int i = 0; i < _tmpDataSet.dataList.Count; i++)
{
if (_configFile.kolumnyDoNormalizacji[j] == true)
{
float patheticValue;
if (float.TryParse(_tmpDataSet.dataList[i].container[j], out patheticValue) == true)
{
tmpFloatArray[i] = float.Parse(_tmpDataSet.dataList[i].container[j]);
}
else
{
foreach (char c in _tmpDataSet.dataList[i].container[j])
{
tmpFloatArray[i] = (float)Convert.ToInt32(c);
}
}
}
else
{
tmpCharArray[i] = _tmpDataSet.dataList[i].container[j];
}
}
if (_configFile.kolumnyDoNormalizacji[j] == true)
{
tmpCharArray = normalize(tmpFloatArray, _newMin, _newMax);
tmpPreparedDataSet.Add(tmpCharArray);
}
else
{
tmpPreparedDataSet.Add(tmpCharArray);
}
}
return(tmpPreparedDataSet);
}
