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In easy terms your score is an approximation of the percentage you are off.

In more advanced terms your score is [((Real-Predicted)/Real+(Real-Predicted)/Predicted))/2]*100 then round and take the absolute value. The maximum score has been set at 100.

 

This table shows some of the scores for under or overpredicting

-60% -40% -20% -10% -5% 0% 5% 10% 25% 50% 100% 150%
100 53 23 11 5 0 5 10 23 42 75 100

Being 5k off a 75k week gets you the same score as being 100k off a 1500k week

 

 

As to why this method is used, this may be insightful.

The green curve represents (Real-Predicted)/Predicted). This one would encourage overpredicting.

The red curve represents (Real-Predicted)/Real). This one would encourage underpredicting.

The blue curve is the average of the two which we use. This one tries to find a balance.