private void Btn_GA_Click(object sender, RoutedEventArgs e)
{
FileReader fr = new FileReader();
ListDataSet dsl = fr.ReadFile("DataTest", cc);
dsl.Normalized();
for (int i = 0; i < dsl.Count; i++)
{
int popCount = 0;
for (int j = 0; j < fitChrom.Length; j++)
{
if (fitChrom[j] == 0)
{
dsl[i].RemoveBit(j - popCount);
popCount++;
}
}
}
FeedForward ff = new FeedForward();
ff.Initialise(nn, dsl);
int jumlahBenar = 0;
for (int i = 0; i < dsl.Count; i++)
{
ff.Run(i);
bool cekData = true;
for (int j = 0; j < cc.TargetCount; j++)
{
//Console.Write(ff.GetActualClass()[j] + "--> " + cc.GetTarget(dsl[i].ClassName)[j]+" ");
if (ff.GetActualClass()[j] != cc.GetTarget(dsl[i].ClassName)[j])
{
cekData = false;
break;
}
}
if (cekData)
{
jumlahBenar++;
}
//Console.WriteLine(ce();kData);
}
Console.WriteLine("Dari total " + dsl.Count + " datatest, yang benar adalah " + jumlahBenar);
}
private void Btn_Read_Click(object sender, RoutedEventArgs e)
{
FileReader fr = new FileReader();
ListDataSet dsl = fr.ReadFile("DataSetBaru", cc);
dsl.Normalized();
GeneticAlgorithm ga = new GeneticAlgorithm();
ga.Initialize(dsl, cc);
fitChrom = ga.Run();
for (int i = 0; i < dsl.Count; i++)
{
int popCount = 0;
for (int j = 0; j < fitChrom.Length; j++)
{
if (fitChrom[j] == 0)
{
dsl[i].RemoveBit(j - popCount);
popCount++;
}
}
}
Stopwatch sw = Stopwatch.StartNew();
nn.InitialiseNetwork(dsl[0].AttributeCount, dsl[0].AttributeCount / 2, cc.TargetCount);
nn.Seed = 0;
nn.InitialiseWeight();
BackPropagation bp = new BackPropagation();
bp.Initialise(nn, dsl, cc);
bp.Run(500);
sw.Stop();
Console.WriteLine(sw.ElapsedMilliseconds / 1000.0f);
}
