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Remove preprocessing warnings #40

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Pull Request Prelude

I have read and understood CONTRIBUTING document.
I have read and understood CODE_OF_CONDUCT document.
I have included tests for the changes in my PR. If not, I have included a rationale for why I haven't.
I understand my PR may be closed if it becomes obvious I didn't actually perform all of these steps.

Why this change is necessary and useful

The changes made in this commit address the deprecation warnings occurring during the preprocessing stage. It uses the new 'sklearn.model_selection' package to use the 'train_test_split' method.

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