Instructions: Each question may have any number of correct choices. Clearly mark (tick)
all choices you believe to be correct (1 mark for each correct choice, −0.5 for each incorrect
choice). Which of the following might be valid reasons for preferring an SVM over a neural network?

Question

Accepted Answer

An SVM can effectively map the data to an infinite-dimensional space; a neural net cannot.

Accepted Answer

An SVM should not get stuck in local minima, unlike a neural net.

Answer

An SVM can automatically learn to apply a non-linear transformation on the input space; a
neural net cannot.

Answer

The transformed (basis function) representation constructed by an SVM is usually easier to
visualise/interpret than for a neural net.

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Instructions: Each question may have any number of correct choices. Clearly mark...

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