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Suppose that your boss has asked you to fit a neural network to fit a classifier with 20 layers and 5 hidden units per layer.

Suppose that your boss has asked you to fit a neural network to fit a classifier with 20 layers and 5 hidden units per layer. The dataset you are working with has a response with two classes, n=20 samples, and 300 predictors. How would you argue that a neural network is an inappropriate method for this problem?

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