Encog.Neural.SOM.Training.Neighborhood.BasicTrainSOM.BasicTrainSOM C# (CSharp) Method

        public BasicTrainSOM(SOMNetwork network, double learningRate,
                             IMLDataSet training, INeighborhoodFunction neighborhood)
            : base(TrainingImplementationType.Iterative)
        {
            _neighborhood = neighborhood;
            Training = training;
            _learningRate = learningRate;
            _network = network;
            _inputNeuronCount = network.InputCount;
            _outputNeuronCount = network.OutputCount;
            _forceWinner = false;
            Error = 0;

            // setup the correction matrix
            _correctionMatrix = new Matrix(_inputNeuronCount,
                                          _outputNeuronCount);

            // create the BMU class
            _bmuUtil = new BestMatchingUnit(network);
        }