RandomForestRegressor used with GridSearchCV and RandomSearchCV may be overfitting on test set

Question

I am following along with the book titled: Hands-On Machine Learning with SciKit-Learn, Keras and TensorFlow by Aurelien Geron and distributed by O\'Reilly. Link:(https://gi