Question

Select the correct statement about Nonlinear classification.

Select the correct answer from below given options: 

a) The concept of slack variables is used in SVM for Nonlinear classification

b) Kernel trick is used in SVM for non-linear classification

c) Kernel tricks are used by Nonlinear classifiers to achieve maximum-margin hyperplanes

Answer 1

Correct answer of the above question is :-  b) Kernel trick is used in SVM for non-linear classification

In machine learning, a trick known as “kernel trick” is used to learn a linear classifier to classify a non-linear dataset. It transforms the linearly inseparable data into a linearly separable one by projecting it into a higher dimension