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In a three layer network, shape of dividing surface is determined by?

(a) number of units in second layer

(b) number of units in third layer

(c) number of units in second and third layer

(d) none of the mentioned

This question was posed to me by my college director while I was bunking the class.

My query is from Pattern Classification topic in section Feedforward Neural Networks of Neural Networks

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Right option is (a) number of units in second layer

The explanation is: Practically, number of units in second layer determines shape of dividing surface.

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