Classification vs Regression in Machine Learning

The most common problems solved by Machine Learning algorithms are classification and regression. It is very important to know which problem you are facing. Fundamentally, classification is about predicting a label and regression is about predicting a quantity.

Both problems are based on the idea of predictive modeling. We want to build a model using historical data to make a…