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If pattern classes are linearly separable then hypersurfaces reduces to straight lines?

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in Neural Networks by (101k points)
If pattern classes are linearly separable then hypersurfaces reduces to straight lines?

(a) yes

(b) no

This question was addressed to me in an online interview.

I want to ask this question from Pattern Classification topic in portion Feedforward Neural Networks of Neural Networks

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Best answer
Right answer is (a) yes

For explanation: Hypersurfaces reduces to straight lines, if pattern classes are linearly separable.

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