public void InitializeNetwork() { classes = DataClass.CreateDataClasses(bow); classes = TestFunctions.CreateFullSet(classes, bow); myVector x = new myVector(); { x = bow.GetVectorsList()[0]; WithoutHiddenLayerNetwork = NeuralConstruction.CreateDefaultNetwork(x.GetVector().Count, classes); NeuralConstruction.SampleWeight(WithoutHiddenLayerNetwork, bow.GetVectorsList(), classes); NeuralNetwork = NeuralConstruction.CreateNewDefaultNetwork(x.GetVector().Count, classes, 5); } }