adspace


What's the “kernel trick” and how is it useful?

Answer Posted / Vinod Rai

The kernel trick is a technique used in Support Vector Machines (SVM) to transform high-dimensional, non-linearly separable data into a higher dimensional space where separation becomes possible through the use of a linear classifier. By using kernels such as Gaussian or polynomial kernels, SVMs can effectively handle complex patterns and relationships in the data.

Is This Answer Correct ?    0 Yes 0 No



Post New Answer       View All Answers


Please Help Members By Posting Answers For Below Questions

Do you have research experience in machine learning?

154


Tell us do you have research experience in machine learning?

224


Tell me what are the last machine learning papers you've read?

292


What are standardization and normalisation? Give one advantage of each over the other?

149