99% Accuracy Is Not Always Good: What Fraud Detection Taught Me About ML
I built a fraud detection model that hit 99% accuracy.
I was proud of it for about twelve minutes.
Then I looked closer and realized the model was basically doing nothing useful.
This is the story of
