Table 1.
The numbers of sequences for each class in the COALA90 dataset
| ARG Class | Whole dataset | Training data for component methods | Training data for LTR | Validation data | Test data |
|---|---|---|---|---|---|
| MULTIDRUG | 382 | 263 | 34 | 37 | 48 |
| AMINOGLYCOSIDE | 1189 | 844 | 110 | 122 | 113 |
| MACROLIDE | 756 | 563 | 64 | 66 | 63 |
| BETA-LACTAM | 5845 | 4051 | 606 | 586 | 602 |
| GLYCOPEPTIDE | 2304 | 1638 | 193 | 243 | 230 |
| TRIMETHOPRIM | 666 | 424 | 91 | 71 | 80 |
| FOLATE-SYNTHESIS- | 2448 | 1730 | 249 | 249 | 220 |
| INHIBITOR (FSI) | |||||
| TETRACYCLINE | 2056 | 1448 | 205 | 185 | 218 |
| SULFONAMIDE | 315 | 217 | 32 | 36 | 30 |
| FOSFOMYCIN | 138 | 102 | 15 | 10 | 11 |
| PHENICOL | 460 | 318 | 50 | 46 | 46 |
| QUINOLONE | 229 | 154 | 27 | 23 | 25 |
| STREPTOGRAMIN | 19 | 11 | 2 | 3 | 3 |
| BACITRACIN | 127 | 90 | 16 | 11 | 10 |
| RIFAMYCIN | 23 | 15 | 3 | 3 | 2 |
| MACROLIDE/LINCOSAMIDE/ | 66 | 48 | 5 | 11 | 2 |
| STREPTOGRAMIN (MLS) |