Table 4.
Results for 600 computational experiments using the Fast Development mode (FastDev)
| (1) # rxns removed | 1 | 2 | 5 | 10 | 20 | 50 |
| (2) Rxns suggested are identical to rxns removed | 60 | 25 | 4 | 0 | 0 | 0 |
| (3) No rxns suggested | 0 | 0 | 0 | 0 | 0 | 0 |
| (4) Rxns suggested are a strict subset of rxns removed | 0 | 33 | 34 | 17 | 5 | 0 |
| (5) # rxns suggested is equal to # rxns re-moved | 31 | 11 | 16 | 9 | 8 | 0 |
| (6) # rxns suggested is less than # rxns re-moved | 0 | 19 | 32 | 59 | 80 | 98 |
| (7) # rxns suggested is greater than # rxns removed | 9 | 12 | 14 | 15 | 7 | 2 |
| (8) # cases where no solution was found | 0 | 0 | 0 | 0 | 0 | 0 |
| Precision (%) | 63 | 68 | 75 | 76 | 74 | 72 |
| Average precision (%) | 71 | |||||
| Recall (%) | 65 | 54 | 59 | 59 | 58 | 58 |
| Average recall (%) | 59 | |||||
| # Solutions that do not show growth | 28 (5%) | |||||
The meaning of rows and columns are the same as in Table 1 but using only the SCIP solver without using Big M or indicators because these methods do not apply to FastDev