Data Science, Machine Learning, Extrapolation, Regression, IBM.
ensure the models don’t see all the data until it comes time to experiment with extrapolation. To achieve this, we use common data science train/test/validation-style splits (with a twist!) to generate an extrapolation region. In testing different modeling techniques for accuracy in extrapolation,