Q.

The kernel trick

A. can be applied to every classification algorithm
B. is commonly used for dimensionality reduction
C. changes ridge regression so we solve a d ?? d linear system instead of an n ?? n system, given n sample points with d features
D. exploits the fact that in many learning algorithms, the weights can be written as a linear combination of input points
Answer» D. exploits the fact that in many learning algorithms, the weights can be written as a linear combination of input points
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