public void createNormalizedDataFromFile(String filename)
{
List<List<Double>> rds = new List<List<Double>>();
// create raw data set
using (StreamReader reader = new StreamReader(typeof(NNDataSet).Assembly.GetManifestResourceStream("AIMA.Resource." + filename)))
{
String line;
while ((line = reader.ReadLine()) != null)
{
rds.Add(exampleFromString(line, ','));
}
}
// normalize raw dataset
nds = normalize(rds);
}