public byte[] ToSerialized(System.IntPtr model, int cols, int maxClasses, bool compress)
{
SVMModelRepresentation smr = new SVMModelRepresentation();
smr.cols = cols;
smr.maxClasses = maxClasses;
smr.means = new double[cols];
smr.sdevs = new double[cols];
getScales(model, smr.means, smr.sdevs);
smr.modelString = saveModelString(model);
IFormatter formatter = new BinaryFormatter();
MemoryStream memoryStream = new MemoryStream();
if (compress)
{
using (GZipStream gzipStream = new GZipStream(memoryStream, CompressionMode.Compress)) {
formatter.Serialize(gzipStream, smr);
gzipStream.Flush();
}
}
else
{
formatter.Serialize(memoryStream, smr);
}
return(memoryStream.ToArray());
}
private byte[] SaveModel(bool compress)
{
if (!haveModel)
{
return(null);
}
return(SVMModelRepresentation.ToSerialized(model, cols, maxClasses, compress));
}
private void LoadModel(byte[] modelBytes, bool compress)
{
DestroyModel();
model = SVMModelRepresentation.LoadSerialized(modelBytes, out cols, out maxClasses, compress);
haveModel = true;
}
