Q. The kernel trick (Solved)

1. can be applied to every classification algorithm

2. is commonly used for dimensionality reduction

3. changes ridge regression so we solve a d ?? dlinear system instead of an n ?? n system, given nsample points with d features

4. exploits the fact that in many learning algorithms, the weights can be written as a linearcombination of input points

  • d. exploits the fact that in many learning algorithms, the weights can be written as a linearcombination of input points
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