public BasicNetwork Create()
        {
            BasicNetwork network = XOR.CreateTrainedXOR();

            XOR.VerifyXOR(network, 0.1);

            network.SetProperty("test", "test2");


            return(network);
        }
        public void TestIncreaseNeuronCountHidden()
        {
            BasicNetwork network = XOR.CreateTrainedXOR();

            Assert.IsTrue(XOR.VerifyXOR(network, 0.10));
            PruneSelective prune = new PruneSelective(network);

            prune.ChangeNeuronCount(1, 5);

            BasicNetwork model = EncogUtility.SimpleFeedForward(2, 5, 0, 1, false);

            CheckWithModel(model.Structure.Flat, network.Structure.Flat);

            Assert.IsTrue(XOR.VerifyXOR(network, 0.10));
        }