Bias and Variance in Machine Learning
Published in
6 min readOct 28, 2018
In this post we will learn how to access a machine learning model’s performance.
prerequisites: you need to know basics of machine learning.
First we will understand what defines a model’s performance, what is bias and variance, and how bias and variance relate to underfitting and overfitting. Then we will understand how to fix the bias variance.