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Is it true that percentage of linearly separable functions will increase rapidly as dimension of input pattern space is increased?

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Is it true that percentage of linearly separable functions will increase rapidly as dimension of input pattern space is increased?

(a) yes

(b) no

This question was posed to me during a job interview.

This question is from Pattern Classification topic in chapter Feedforward Neural Networks of Neural Networks

1 Answer

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Best answer
Right choice is (b) no

Best explanation: There is decrease in number of linearly separable functions as dimension of input pattern space is increased.

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