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536.
Neural Network Capacity
easy
What determines the capacity of a neural network to represent complex functions?
A
The choice of loss function, which determines the set of functions the network can represent accurately
B
The batch size used during training, which controls the diversity of examples the network can memorize
C
The magnitude of the weight initialization, which controls how far the network can deviate from a linear function
D
The number of parameters, which grows with the width (neurons per layer) and depth (number of layers) of the network
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