Finding out if a show has an age rating of 18+

The decision tree to the left classifies whether a show is in the age category of 18+ or not. The confusion matrix of this classification model; True Positives: 404, False Positives: 52, False Negatives: 139, True Negatives: 47. Calculating the accuracy of the model with (True Positive + True Negative) / (True Positive + True Negative + False Negative + False Positive) we get 0.70245 or simple 70.245%. This accuracy score tells us that the model is above average when it comes classifying a show as 18+ rating. From this we can tell the likelihood of a show being age 18+ with the information of the year that it was released and the rotten tomatoes score. This can be seen from the information provided in the value variable with the left number representing if the show is 18+ and the right number representing if it is not.

The interesting thing about this decision model is that we can do the same thing for all the other age categories such as 1+ or 13+.