Compare the accuracy score from the first Decision Tree to the accuracy score after you performed the grid search. How does it differ? It is most likely that you will find the accuracy score has decreased. Is that what you had expected? We perform a round of grid searching in order to elucidate the optimal hyperparameter values. Why, then, has the accuracy score decreased? Most importantly, what caused this decrease in the accuracy score and why? Explain your answer.

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