public void SetRateMSE(float[][] inputs, float[][] answers)
{
Base.Parallel.ParallelFor(0, PopulationCount, (int i) =>
{
PopulationUnit unit = GetPopulationUnit(i);
float TotalMse = 0;
for (int testDataCounter = 0; testDataCounter < inputs.Length; testDataCounter++)
{
float[] NNOut = unit.NNRun(inputs[testDataCounter]); // получаем выходы нс
float MSE = 0;
for (int k = 0; k < NNOut.Length; k++)
{
MSE += (float)Math.Pow(answers[testDataCounter][k] - NNOut[k], 2); //подсчитываем сумму ошибок
}
MSE = MSE / NNOut.Length; // делим
TotalMse += MSE;
}
TotalMse /= answers.Length;
unit.Rate = TotalMse;
});
}
