|
Drug
|
GenTB-RF
|
GenTB-WDNN
|
|---|
| |
Area under the ROC curve (95% CI)
|
|---|
|
Isoniazid
|
0.94 (0.94 to 0.95)
|
0.94 (0.94 to 0.95)
|
|
Rifampicin
|
0.96 (0.95 to 0.96)
|
0.94 (0.93 to 0.94)
|
|
Ethambutol
|
0.89 (0.88 to 0.9)
|
0.87 (0.87 to 0.87)
|
|
Pyrazinamide
|
0.90 (0.88 to 91)
|
0.88 (0.87 to 0.88)
|
|
Amikacin
|
0.83 (0.81 to 0.85)
|
0.83 (0.81 to 0.84)
|
|
Capreomycin
|
0.80 (0.78 to 0.82)
|
0.78 (0.76 to 0.80)
|
|
Ethionamide
|
0.73 (0.7 to 0.75)
|
-
|
|
Kanamycin
|
0.83 (0.81 to 0.85)
|
0.83 (0.81 to 0.85)
|
|
Streptomycin
|
0.85 (0.84 to 0.86)
|
0.87 (0.86 to 0.88)
|
|
Ofloxacin
|
0.83 (0.82 to 0.85)
|
0.79 (0.77 to 0.81)
|
- RF = random forest, WDNN = wide and deep neural network
