Overfitting, Underfitting, and Why Your Model Lies to You

Imagine a student who is, in one very specific sense, the best studier in her class. The teacher hands out a practice test before the real one. Our student takes it home and memorises it. Every question. Every answer. Every typo. If you ask her the t...