A explainable model version of COMPAS. Was a very simple algorithm
if age is 19-20 and sex is male, then predict arrest
else if age=21-22 and priors = 2-3 then predict arrest
else if priors > 3 then predict arrest
else predict no arrest
Had better performance than COMPAS
