Data Science, Machine Learning, Extrapolation, Regression, IBM.
we first train and test our models on the distribution that is not in the extrapolation set before testing our model on the extrapolation set. The models were iteratively tuned so as not to overfit the training set. The violin plot below shows the distribution of the target variable for one of the