Table 6 Optimal subset of genes selected by the VEW.
From: A new hybrid algorithm for three-stage gene selection based on whale optimization
Data | Number | Probe/uniprot ID | DT | SVM | LR |
|---|---|---|---|---|---|
ALL3 | 9 | 1011_s_at,1077_at,34329_at,34582_at 35530_f_at, 37901_at, 38433_at 38525_at, 41801_at | 80 | 88 | 88 |
Gas1 | 5 | 56256_at,202954_at,210066_s_at 213905_x_at,215901_at | 96.55 | 96.55 | 96.55 |
T1D | 7 | 210649_s_at,215037_s_at,215728_s_at 219010_at,240824_at,1554899_s_at 1570229_at | 66.67 | 76.19 | 80.95 |
Mye | 10 | 1037_at,1076_at,1103_at,1184_at 1190_at,120_at,1441_s_at,1461_at 1488_at,1518_at | 80 | 80 | 82.86 |
Ova | 4 | MZ2.7921478,MZ2.8548732, MZ224.37109, MZ555.74254 | 100 | 100 | 100 |
Leuk | 7 | M27891_at,M63138_at,M84526_at,S70609_at,D28235_s_at,U75276_s_at U47686_s_at | 100 | 100 | 100 |
MLL | 10 | X31637_s_at,X35484_at,X40300_g_at X33423_g_at,X33852_at,X34833_at X1389_at,X1395_at,X963_at,X755_at | 93.33 | 100 | 93.33 |
