public int MagicIda(int[,] data, bool train)
{
int m = 0;
bool condition = false;
int limit = resetLimit;
F1 = data;
F2.Set(0);
for (int pattern = 0; pattern < patternsCount; pattern++)
{
F2[pattern, 0] = W.GetRow(pattern).DotWithTransposed(F1)[0]; //krok 2
}
while (!condition)
{
m = F2.ArgMax().Item1; //krok 3
double licznik = V.GetRow(m).DotWithTransposed(data)[0];
int mianownik = data.Sum();
condition = TestProbability(licznik, mianownik, m, train);
if (--limit == 0)
{
return(-1);
}
}
//if (train) UpdateWeights(F1, m);
return(m);
}
public static double Accuracy(double[,] expected, double[,] predicted)
{
return(Accuracy(expected.ArgMax(1), predicted.ArgMax(1)));
}
