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The number of units in hidden layers depends on?

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The number of units in hidden layers depends on?

(a) the number of inputs

(b) the number of outputs

(c) both the number of inputs and outputs

(d) the overall characteristics of the mapping problem

I got this question in a national level competition.

This key question is from Pattern Mapping topic in section Feedforward Neural Networks of Neural Networks

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The correct option is (d) the overall characteristics of the mapping problem

The best I can explain: The number of units in hidden layers depends on the overall characteristics of the mapping problem.

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