Q$2($Improve$)$: Is the data preprocessing process proposed in the Kaggle post the best

preprocessing solution? If yes, please explain why. If not, can you leverage what you learned in

the class and your previous experiences to improve data processing, to obtain better accuracies

for all these classification models? Describe what is your improved data preprocessing, and what

are your improved accuracies? $(16$ points$)$