Training vs. Testing Data: How to Prevent Model Memorization in Machine Learning
Picture this: You’re tutoring a student for an upcoming math test. You help them solve dozens of practice problems over several days, and by the end, they’re getting every problem right. You feel confident they’ve mastered the material. However, on test day, they struggle when faced with new problems that require applying the same concepts […]