From: INGOT-DR: an interpretable classifier for predicting drug resistance in M. tuberculosis
Drug | INGOT-DR | KOVER | LR-l1 | LR-l2 | RF | SVM-l1 | SVM-l2 |
---|---|---|---|---|---|---|---|
Isoniazid | 20 | 20 | 1045 | 62,707 | 22,336 | 626 | 54,630 |
Rifampicin | 20 | 20 | 739 | 63,621 | 29,373 | 476 | 52,732 |
Ethambutol | 20 | 19 | 154 | 53,476 | 19,864 | 661 | 43,094 |
Pyrazinamide | 20 | 17 | 114 | 32,885 | 9495 | 428 | 25,485 |
Streptomycin | 20 | 13 | 5804 | 43,771 | 23,996 | 594 | 40,183 |
Kanamycin | 20 | 20 | 2383 | 20,934 | 9314 | 231 | 18,716 |
Amikacin | 20 | 19 | 2252 | 16,622 | 7639 | 212 | 14,260 |
Capreomycin | 20 | 20 | 2103 | 14,907 | 7881 | 234 | 13,432 |
Ethionamide | 20 | 20 | 41 | 14,791 | 7777 | 280 | 13,551 |
Ofloxacin | 20 | 17 | 394 | 23,206 | 14,312 | 265 | 19,694 |
Moxifloxacin | 12 | 7 | 29 | 11,678 | 1371 | 125 | 10,237 |
Ciprofloxacin | 5 | 5 | 18 | 5448 | 325 | 29 | 4343 |