Question $5$

What is "kernel trick"?

A supervised learning method that produces input$-$output functions from a set of labeled training data

A method for converting a linear classifier algorithm into a nonlinear one by using a nonlinear function to map the original

observations into a higher$-$dimensional space

Among the simplest of all machine$-$learning algorithms

A simple probability$-$based classification method