private void loadTrain(string path, string lpath, MultiRegressionSample <double[][, ]> sample)
{
sample.Clear();
using (var lfile = File.Open(lpath, FileMode.Open, FileAccess.Read))
using (var reader = new StreamReader(lfile))
{
reader.ReadLine(); // read label file header
var dir = new DirectoryInfo(path);
foreach (var file in dir.EnumerateFiles())
{
var data = loadFile(file.FullName);
var clsName = reader.ReadLine().Split(',')[1];
var cls = m_Classes.First(c => c.Value.Name.Equals(clsName));
var mark = m_Marks[cls.Key];
sample.Add(data, mark);
}
}
Console.WriteLine("Loaded files from: {0}", path);
}
