Table 4.
# groups | M I | M Ip | label | M I+label | M Ip+label |
---|---|---|---|---|---|
without lasso (C = 0) | |||||
2 | 0.550 | 0.520 | 0.568 | 0.547 | 0.565 |
4 | 0.543 | 0.506 | 0.584 | 0.563 | 0.581 |
8 | 0.541 | 0.576 | 0.584 | 0.578 | 0.570 |
10 | 0.527 | 0.588 | 0.545 | 0.528 | 0.560 |
15 | 0.527 | 0.587 | 0.539 | 0.526 | 0.518 |
20 | 0.530 | 0.570 | 0.539 | 0.506 | 0.508 |
lasso (C = 1) | |||||
2 | 0.527 | 0.570 | 0.564 | 0.575 | 0.562 |
4 | 0.552 | 0.555 | 0.582 | 0.571 | 0.575 |
8 | 0.510 | 0.559 | 0.581 | 0.584 | 0.590 |
10 | 0.511 | 0.567 | 0.587 | 0.579 | 0.590 |
15 | 0.523 | 0.571 | 0.571 | 0.578 | 0.574 |
20 | 0.514 | 0.572 | 0.581 | 0.587 | 0.592 |
lasso (C = 2) | |||||
2 | 0.543 | 0.585 | 0.581 | 0.567 | 0.566 |
4 | 0.513 | 0.557 | 0.582 | 0.584 | 0.580 |
8 | 0.509 | 0.568 | 0.576 | 0.574 | 0.579 |
10 | 0.500 | 0.563 | 0.594 | 0.588 | 0.590 |
15 | 0.505 | 0.591 | 0.583 | 0.576 | 0.582 |
20 | 0.502 | 0.566 | 0.594 | 0.598 | 0.602 |
Results on average AUC scores for test pairs using the contact definition of 5 Å, M I, M Ip, labels representing kinds of amino acids and bases, and the grouping of amino acids with lasso parameter C = 0, 1, and 2.