VEGFA and age-related macular degeneration: This paper has two objectives: (1) to apply machine learning to develop mathematical models to predict vision outcomes for anti-VEGF-treated AMD patients; and (2) to rank variables that are available to the ophthalmologist, in order of importance (i.e., largest to smallest weights).