63. Confusion Matrix: What Your Model Got Wrong and Why

Your model has 95% accuracy. You ship it. Three weeks later someone tells you it's missing 40% of actual fraud cases. You check. The dataset had 95% legit transactions and 5% fraud. Your model just learned to say "not fraud" every single time. 95% accuracy. Zero fraud caught. That's what happens whe