INGOT-DR: an interpretable classifier for predicting drug resistance in M. tuberculosis

Table 4 Number of SNPs involved in the prediction made by each model for each drug

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

ISSN: 1748-7188