AdvancedOCR.SubsamplingWeights.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 /= sampleCount;
            WeightStepSize /= sampleCount;

            System.Diagnostics.Debug.WriteLine("Weight Hkk = " + BiasStepSize + ", Bias Hkk = " + WeightStepSize + ".");

            BiasStepSize = GlobalLearningRate / (GlobalMu + BiasStepSize);
            WeightStepSize = GlobalLearningRate / (GlobalMu + WeightStepSize);
        }