AdvancedOCR.ConvolutionWeights.CompletePreTrainingCore C# (CSharp) Method

        protected override void CompletePreTrainingCore()
        {
            double sampleCount = (double)PreTrainingSamples;

            // Divide each of the 2nd derivative sums by the number of samples used to make the estimation, then  convert into step size.

            BiasStepSize = GlobalLearningRate / (GlobalMu + (BiasStepSize / sampleCount));

            double averageHkk = 0.0;
            for (int i = 0; i < Size; i++)
            {
                double hkk = WeightStepSize[i] / sampleCount;
                averageHkk += hkk;
                WeightStepSize[i] = GlobalLearningRate / (GlobalMu + hkk);
            }
            Debug.WriteLine("Average hkk: " + averageHkk);
        }