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Y components, so that they are ready to be fed into the models, the X components were once
again one-hot encoded into numerical variables, and the training and test sets were aligned to
each other and scaled to unit variance using the standard scaler.
In the next section, the classification models are going to be tested out and evaluated on their
performance on the dataset.