public override PatternResult Test(List <Pattern> patterns)
{
if (patterns.Count == 0)
{
return(null);
}
DoubleVector actual;
double error = 0.0;
double correct = 0;
foreach (Pattern p in patterns)
{
actual = sann.FeedForward(p.Inputs.Scale(0.02, 0.98));
error += sann.GetMeanSquareError(p.Outputs, actual);
if (GetOutputCharacter(actual) == GetOutputCharacter(p.Outputs))
{
correct++;
}
}
return(new PatternResult(error, (correct / patterns.Count) * 100.0));
}