From: Predicting peptides binding to MHC class II molecules using multi-objective evolutionary algorithms
Dataset | AUC | |||||
---|---|---|---|---|---|---|
 |  | †SVRMHC | Gibbs | ARB | TEPITOPE | MOEA |
Original | set1 | 0.711 | 0.799 | 0.666 | 0.760 | 0.760 |
 | set2 | 0.652 | 0.766 | 0.653 | 0.736 | 0.765 |
 | set3a | 0.626 | 0.740 | 0.652 | 0.730 | 0.733 |
 | set3b | 0.618 | 0.751 | 0.666 | 0.750 | 0.752 |
 | set4a | 0.706 | 0.788 | 0.668 | 0.748 | 0.748 |
 | set4b | 0.664 | 0.770 | 0.661 | 0.748 | 0.770 |
 | set5a | 0.553 | 0.604 | 0.539 | 0.653 | 0.777 |
 | set5b | 0.606 | 0.621 | 0.579 | 0.679 | 0.748 |
 | Southwood | 0.912 | 0.862 | 0.514 | 0.490 | 0.784 |
 | Geluk | 0.697 | 0.723 | 0.682 | 0.710 | 0.786 |
NR | set1 | 0.619 | 0.673 | 0.572 | 0.594 | 0.587 |
 | set2 | 0.581 | 0.665 | 0.640 | 0.653 | 0.685 |
 | set3a | 0.578 | 0.598 | 0.600 | 0.598 | 0.660 |
 | set3b | 0.577 | 0.692 | 0.669 | 0.699 | 0.713 |
 | set4a | 0.597 | 0.671 | 0.575 | 0.573 | 0.599 |
 | set4b | 0.577 | 0.669 | 0.651 | 0.655 | 0.690 |
 | set5a | 0.544 | 0.601 | 0.536 | 0.646 | 0.790 |
 | set5b | 0.593 | 0.610 | 0.572 | 0.671 | 0.743 |
 | Southwood | 0.917 | 0.850 | 0.671 | 0.505 | 0.770 |
 | Geluk | 0.655 | 0.697 | 0.510 | 0.670 | 0.768 |