How to Make Baseline Predictions for Time Series Forecasting with Python - Machine Learning Mastery

In this tutorial, you discovered how to establish a baseline performance on time series forecast problems with Python. The importance of establishing a baseline and the persistence algorithm that you can use. How to implement the persistence algorithm in Python from scratch. How to evaluate the forecasts of the persistence algorithm and use them as a baseline. The importance of establishing a baseline and the persistence algorithm that you can use. How to implement the persistence algorithm in Python from scratch. How to evaluate the forecasts of the persistence algorithm and use them as a baseline. Do you have any questions about baseline performance, or about this tutorial? Ask your questions in the comments below and I will do my best to answer.