Let’s say someone has chronic pain and they want to log everyday activities(like food eaten, exercises, meds taken, etc) to see if there is any correlation between them and the intensity of pain. But actually there’s no correlation and the intensity behaves like a sin wave across the training examples, like its sequential/temporal.

How do you model this kind of behavior to extract knowledge?