A comparison of machine learning techniques for classification of HIV patients with antiretroviral therapy-induced mitochondrial toxicity from those without mitochondrial toxicity

Table 1 Number of components chosen by LASSO

		Sample size (n₁ = n₂)	ρ = 0	ρ = 0.4	ρ = 0.8	AR(1), ρ = 0.4	AR(1), ρ = 0.8
Normal	lambda.min	25	10	4	2	8	3
	lambda.1se	25	10	4	1	8	3
T	lambda.min	25	3	2	7	4	4
	lambda.1se	25	3	1	2	4	2
Cauchy	lambda.min	25	6	12	3	10	11
	lambda.1se	25	5	10	3	8	10
Normal	lambda.min	50	12	6	1	10	3
	lambda.1se	50	11	5	1	8	3
T	lambda.min	50	10	6	4	8	4
	lambda.1se	50	10	4	3	8	4
Cauchy	lambda.min	50	11	9	4	5	8
	lambda.1se	50	11	7	3	4	2
Normal	lambda.min	100	12	7	6	10	4
	lambda.1se	100	12	6	2	11	4
T	lambda.min	100	10	11	5	12	4
	lambda.1se	100	10	7	5	8	3
Cauchy	lambda.min	100	9	10	2	11	12
	lambda.1se	100	7	10	0	9	6

ISSN: 1471-2288