Suppose you are working with one online publishing company and you want to develop a machine learning algorithm that predicts the number of views on the articles. Your analysis is based on features like author name, number of articles written by the same author in past and a few other features. Which of the following evaluation metrics would you choose to evaluate model performance?

A$.$ Accuracy

B$.$ Precision

C$.$ F$1-$Score

D$.$ Mean Square Error