SMOTE: The Creature Creation Lab That Saves Your Minority Class From Extinction

You have 50 dragons and 10,000 sheep. Your model learns to ignore dragons entirely. You can't just photocopy dragons — clones are boring and cause overfitting. Instead, you build a lab that creates NEW dragons by blending DNA from existing ones. That's SMOTE. Here's exactly how it breeds synthetic data.