However, an exact solution to this optimization problem is computationally expensive, as there are too many (7 13 ) possible combinations of c values to exhaustively search.
we find a local maximum by employing the simulated an- 4 Since our regressor assigns each essay a real value rather than an actual valid score, it would be difficult to obtain a reasonable S1 score without rounding the system estimated score to one of the possible values.