Your Model is 99% Accurate. But Is It Actually Any Good?

So, you've trained a machine learning model. You ran model.score() and it came back with 99%. Time to deploy, right? 🚀 Not so fast. An ML model is only as good as its ability to perform on new, unseen data. Without a robust validation strategy, that...