Pinball Loss (a.k.a. Quantile Loss)
At p = 0.5 it is just absolute error. Away from the median it weights misses unevenly, which is what makes a quantile the thing being estimated.
At p = 0.5 it is just absolute error. Away from the median it weights misses unevenly, which is what makes a quantile the thing being estimated.