In order to obtain an optimal result as measured by P C, we jointly tune the c i parameters to optimize the P C value achieved by our system on the same held-out validation data.
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.