File descriptions X_train.csv y_train.csv X_test.csv Data fields running_time: Duration of movie, in minutes. Example: 157. number_of_screens: Number of theater screens on which it was shown. Example: 3,858. production_budget: Movie production budget, in USD. Example: $150,000,000 oscar_winning_directors_present: If this empty element is in the instance, then one or more of the directors have won Oscars for previous films. In this case, the instance element also includes the element num_oscar_winning_directors, and one or more oscar_winning_director elements containing their names. highest_grossing_actors_present: If this empty element is in the instance, then one or more of the actors are among the 50 highest grossing actors. In this case, the instance element also includes the element num_highest_grossing_actors, and one or more highest_grossing_actor elements containing their names. oscar_winning_actors_present: If this empty element is in the instance, then one or more of the actors have won Oscars for previous films. In this case, the instance element also includes the element num_oscar_winning_actors, and one or more oscar_winning_actor elements containing their names. summer_release: Indicates whether the movie was a summer release, true or false. christmas_release: Indicates whether the movie was a winter holiday re- lease, true or false. memorial_release: Indicates whether the movie was a Memorial Day week- end release, true or false. independence_day: Indicates whether the movie was a July 4th holiday re- lease, true or false. labor_release: Indicates whether the movie was a Labor Day weekend re- lease, true or false.