How To: Baseline Models in Time Series

Why (and how) you should create a baseline model before you train your final model

Photo by Zetong Li on Unsplash

So you’ve collected your data. You’ve outlined the business case, decided on a candidate model (e.g. Random Forest), set up your development environment, and your hands are at the keyboard. You’re ready to build and train your time series model.