I have two examples called a and b. Each example has two scores:
a: 0.5 and 0.001
b: 0.8 and 0.0001
If the higher score wins, then b wins when looking at the first set (0.8 > 0.5). But I also want to take the second numbers into consideration. Just adding them up doesn't help because 0.80001 > 0.5001. But if the second number is significantly larger in example a then I want a to win regardless of the first set of number.
Is there any techniques of how these numbers can be combined?
The numbers are probabilities and the probabilities of the second set can get very small.