Cross-Validation: Why Testing Your Model Once Is Like Judging a Restaurant by a Single Bite

You wouldn't rate a restaurant after one visit. You wouldn't judge a basketball player by five shots. So why are you evaluating your model on a single train-test split? Here's the technique that separates amateurs from professionals.