public static void SaveAlgCrushResults(TextAlgorithmBase alg, string outputPath)
{
var ofileName = string.Format("cn_e{0}_{1}_crush.mld", alg.Name, (DateTime.Now - DateTime.MinValue).TotalMilliseconds);
var ofilePath = Path.Combine(outputPath, ofileName);
using (var stream = File.Open(ofilePath, FileMode.Create))
{
alg.Serialize(stream);
}
}
public void Run()
{
Init();
//Export();
Load();
var algs = CreateAlgorithms();
foreach (var alg in algs)
{
Alg = alg;
Train();
}
}
public static void HandleTrainEnded(TextAlgorithmBase alg,
ClassifiedSample <string> test,
string outputPath)
{
Console.WriteLine("\r------------------------------------------- {0}: Training finished at {1}", alg.Name, DateTime.Now);
var terrors = alg.GetErrors(test, 0, true);
var tec = terrors.Count();
var tdc = test.Count;
var pct = Math.Round(100.0F * tec / tdc, 2);
Console.WriteLine("Test: {0} of {1} ({2}%)", tec, tdc, pct);
var ofileName = string.Format("cn_{0}_p{1}.mld", alg.Name, Math.Round(pct, 2));
var ofilePath = Path.Combine(outputPath, ofileName);
using (var stream = File.Open(ofilePath, FileMode.Create))
{
alg.Serialize(stream);
}
}