Table 4.
Number of selected variables |
AUC |
||||||
---|---|---|---|---|---|---|---|
SSVS | |||||||
5 | 0.69 (0.04) | ||||||
| |||||||
PP – Approach 1 | |||||||
a0 = 0.1 | a0 = 0.5 | a0 = 1 | a0 = 0.5 | a0 = 0.5 | a0 = 1 | ||
P0 = P | n0 = n1 | 3 | 6 | 9 | 0.68 (0.03) | 0.68 (0.04) | 0.68 (0.05) |
P0 = P | n0 = 1.77n1 | 3 | 6 | 10 | 0.68 (0.03) | 0.68 (0.04) | 0.68 (0.04) |
P0 = 2P | n0 = n1 | 2 | 8 | 13 | 0.69 (0.03) | 0.68 (0.04) | 0.68 (0.04) |
P0 = 2P | n0 = 1.77n1 | 2 | 10 | 14 | 0.69 (0.04) | 0.69 (0.05) | 0.69 (0.05) |
P0 = P/2 | n0 = n1 | 3 | 6 | 11 | 0.69 (0.03) | 0.69 (0.04) | 0.68 (0.04) |
P0 = P/2 | n0 = 1.77n1 | 2 | 4 | 9 | 0.68 (0.03) | 0.68 (0.04) | 0.68 (0.03) |
PP – Approach 2 | |||||||
a0 = 0.1 | a0 = 0.5 | a0 = 1 | a0 = 0.1 | a0 = 0.5 | a0 = 1 | ||
P0 = P | n0 = n1 | 3 | 4 | 9 | 0.68 (0.03) | 0.68 (0.04) | 0.69 (0.05) |
P0 = P | n0 = 1.77n1 | 2 | 4 | 10 | 0.68 (0.03) | 0.68 (0.05) | 0.68 (0.05) |
P0 = 2P | n0 = n1 | 2 | 6 | 13 | 0.69 (0.03) | 0.68 (0.04) | 0.69 (0.05) |
P0 = 2P | n0 = 1.77n1 | 2 | 7 | 13 | 0.69 (0.03) | 0.69 (0.05) | 0.69 (0.05) |
P0 = P/2 | n0 = n1 | 2 | 4 | 10 | 0.69 (0.03) | 0.68 (0.04) | 0.69 (0.04) |
P0 = P/2 | n0 = 1.77n1 | 3 | 4 | 9 | 0.69 (0.03) | 0.68 (0.03) | 0.68 (0.03) |