You are asked to create a model to predict the total number of monthly subscribers for a specific magazine. You are provided with 1 year’s worth of subscription and payment data, user demographic data, and 10 years worth of content of the magazine (articles and pictures). Which algorithm is the most appropriate for building a predictive model for subscribers?

A.
Linear regression

B.
Logistic regression

C.
Decision trees

D.
TF-IDF