F6 · Data Is the Model
The One Case Accuracy Hides
Split, rebalance and test a table where the class you care about is rare.
One public set holds 284,807 card payments. Exactly 492 of them are fraud. That is fewer than two in a thousand. The thing you care about is almost not in the table.