The seed value passed to the neural network constructor controls the random part of the dropout process and the order in which training item are processed. The value specified, 2, is arbitrary. Next, ...

The NeuralNetwork constructor accepts a seed value which is passed to a member random number generator. The generator is used to initialize the network's weights and bias values, and to scramble the ...