R-Squared

R-Squared and Adjusted R-Squared

Statistics

Introduction R-Squared and Adjusted R-Squared are the key techniques to check the accuracy for a Regression problem. We will understand each in detail in the subsequent sections. There are various techniques to check the accuracy of different problems. In case of classification problems, we use the confusion matrix, F1-Score, Precision, Recall etc. You can check…Read more

Regression Metrics

Exploratory Data Analysis, Machine Learning

Introduction This post will be more theoretical and would explain in detail about the different Regression Metrics involved in Regression Models and what are their advantages and disadvantages. While we discuss about the different Regression Metrics in this post, take a while to also go through this post which discusses about the mathematical assumptions we…Read more