After executing the following code, the user notices that the accuracy on the train set is $95\%$ and $50\%$ on the test set. Which one of the following lines could work as a solution for this problem?

tree$\_$clf $=$ DecisionTreeclassifier$($max$\_$depth$=5)$

tree$\_$clf$.$fit$($x$,$ y$)$