Imagine you're a credit card company and a charge comes in. All you know is that this charge is larger than the customer's previous charge. Is it fraud or not? If it is and you allow it, you'll lose money, and the fraud may continue; if it's not and you deny it, you'll frustrate or even lose a genuine customer.