public static void RunPredictions(WriteToCMDLine write)
{
OpenFileDialog ofd = new OpenFileDialog()
{
FileName = "Select a binary file",
Filter = "BIN files (*.bin)|*.bin",
Title = "Open bin file"
};
if (ofd.ShowDialog() == DialogResult.OK)
{
int runs = 0;
double er = 0;
var filepath = ofd.FileName;
var dir = Path.GetDirectoryName(filepath);
var Files = Directory.GetFiles(dir);
Random random = new Random();
for (int i = 0; i < 1000; i++)
{
string f = Files[random.Next(Files.Count())];
try
{
Sample s = f.ReadFromBinaryFile <Sample>();
string datatype = s.Datatype;
var error = MasterformatNetwork.Propogate(s, write, true);
//var error = new MasterformatNetwork(s).PropogateSingle(s, write, true);
if (error > 0)
{
runs++;
er += error;
write("Total Error : " + er);
write("Total Runs : " + runs);
write("Error : " + er / runs);
write("");
}
else
{
write("");
write("error was 0");
write("");
}
}
catch (Exception e) { e.OutputError(); }
}
}
}
public static void TestPredictions(string phrase, string dt, WriteToCMDLine write)
{
if (Enum.GetNames(typeof(Datatype)).Any(x => dt == x))
{
Datatype dtype = (Datatype)Enum.Parse(typeof(Datatype), dt);
switch (dtype)
{
default:
case Datatype.Masterformat:
var outputs = MasterformatNetwork.Predict(phrase, write);
var output = outputs.ToList().IndexOf(outputs.Max());
try { outputs.WriteArray("Values", write); } catch (Exception e) { e.OutputError(); }
write(phrase + " : Division Number : " + output.ToString());
break;
}
}
}