If justice was truly blind (which is what I would consider fair) then the number of defendants incorrectly classified as dangerous would depend on the likelihood of all the groups they're part of committing dangerous crimes.
You want it fair based on race ? Ok, don't input race. Everything else stays the same. Why this complexity ?
You want it fair based on race ? Ok, don't input race. Everything else stays the same. Why this complexity ?