Machine Learning Must Know

Kernel Methods: A Simple Introduction

The basics of kernel methods and Radial Basis Functions

Photo by Markus Winkler on Unsplash

Introduction

The bias-variance dilemma dominates machine learning methods. If a model is too simple, the model will struggle to find appropriate relationships between inputs and outputs. However, if a…