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Added Alternative Methods
This an attempt to provide alternative of achieving the same results as the author, as well as adding a final DataFrame that compares the whole model's results.
Also, I would love to bring the author's attention to the instance of 'random_state' argument for the various Regressor' models, since it threw an error, and is not as and argument in the documentation.
Thanks.