Saturday, September 10, 2022

Hyper Parameter Tuning in R using mlr library

Hyperparameter tuning of a Model


Introduction

In this blog we are going to discuss some of the very important concepts in Machine Learning and Data Science.These are related to how we can optimally tune our model so that it gives the best results.You must have seen that whenever a batsmen gets a new bat, they generally knock it so that they can get that perfect stroke !. In Machine Learning also, we have to identify the set of optimal values or the SWEET SPOT for our model.These are the set of values at which our model creates that perfect stroke.