/// <summary>
/// Adds the specified x.
/// </summary>
/// <param name="X">The x.</param>
/// <param name="Y">The y.</param>
public void Add(List <float> X, float Y)
{
XFrame.Add(X);
YFrame.Add(new List <float> {
Y
});
}
/// <summary>
/// Saves train and test data to the specified folder as compressed binary stream.
/// </summary>
/// <param name="folder">The folder.</param>
public void Save(string folder)
{
try
{
if (!Directory.Exists(folder))
{
Directory.CreateDirectory(folder);
}
XFrame.SaveStream(string.Format("{0}\\train.sia", folder));
YFrame.SaveStream(string.Format("{0}\\test.sia", folder));
}
catch (Exception e)
{
throw e;
}
}
/// <summary>
/// Build the dataset by adding features and label
/// </summary>
/// <param name="features">The features.</param>
/// <param name="label">The label.</param>
public void Add(List <float> features, float label)
{
if (padSequence)
{
features = PadData(features);
}
XFrame.Add(features);
List <float> ydatalist = new List <float>();
for (int i = 0; i < labels; i++)
{
if (i == label)
{
ydatalist.Add(1);
continue;
}
ydatalist.Add(0);
}
YFrame.Add(ydatalist);
}
