Building FraudShield AI: When Your Data Is Already Balanced But You SMOTE Anyway
You know you’ve been in the ML game too long when you automatically reach for SMOTE like it’s a magic wand, only to realize your data was already perfectly balanced. It’s like bringing a fire truck to a candle—impressive, but completely unnecessary. The SMOTE Incident: A Cautionary Tale I was so deep in “fraud detection … Read more