| Trials | Random permutation (training set) | TR (%) | Original dataset | Reduced dataset | ELM | SVM | OELM-S | ELM | SVM | OELM-S |
| 1 | (1, 8, 10, 2, 3, 12) | 50.00 | 33.33 | 66.67 | 66.67 | 33.33 | 83.33 | 2 | (3, 11, 6, 9,10, 5) | 50.00 | 33.33 | 50.00 | 50.00 | 33.33 | 66.67 | 3 | (3, 9, 6, 11, 8, 10) | 83.33 | 100 | 83.33 | 83.33 | 100 | 100 | 4 | (8, 3, 11, 1, 10, 5) | 50.00 | 33.33 | 50.00 | 66.67 | 33.33 | 83.33 | 5 | (9, 6, 3, 1, 8, 4) | 50.00 | 100 | 66.67 | 50.00 | 100 | 83.33 | 6 | (9, 8, 12, 7, 1, 6) | 50.00 | 100 | 66.67 | 66.67 | 100 | 83.33 | 7 | (5, 9, 7, 10, 3, 6) | 50.00 | 33.33 | 33.33 | 66.67 | 33.33 | 66.67 | 8 | (5, 2, 4, 10, 6, 8) | 33.33 | 16.67 | 16.67 | 33.33 | 16.67 | 50.00 | 9 | (3, 5, 11, 8, 10, 12) | 66.67 | 100 | 66.67 | 83.33 | 100 | 100 | 10 | (5, 2, 7, 12, 9, 1) | 50.00 | 33.33 | 50.00 | 50.00 | 33.33 | 66.67 |
|
|