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To provide generalization capability to a network, what should be done?

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To provide generalization capability to a network, what should be done? (a) all units should be linear (b) all units should be non – linear (c) except input layer, all units in other layers should be non – linear (d) none of the mentioned Please answer the above question.

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The correct answer is (c) except input layer, all units in other layers should be non – linear For explanation I would say: To provide generalization capability to a network, except input layer, all units in other layers should be non – linear.

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