Table 3.
# groups | M I | M Ip | label | M I+label | M Ip+label |
---|---|---|---|---|---|
without lasso (C = 0) | |||||
2 | 0.550 | 0.557 | 0.503 | 0.511 | 0.502 |
4 | 0.534 | 0.517 | 0.547 | 0.505 | 0.502 |
8 | 0.541 | 0.555 | 0.535 | 0.512 | 0.521 |
10 | 0.528 | 0.557 | 0.519 | 0.529 | 0.536 |
15 | 0.538 | 0.579 | 0.533 | 0.498 | 0.523 |
20 | 0.539 | 0.574 | 0.546 | 0.561 | 0.557 |
lasso (C = 1) | |||||
2 | 0.556 | 0.570 | 0.505 | 0.520 | 0.492 |
4 | 0.525 | 0.542 | 0.611 | 0.615 | 0.596 |
8 | 0.509 | 0.562 | 0.610 | 0.603 | 0.600 |
10 | 0.525 | 0.553 | 0.634 | 0.633 | 0.629 |
15 | 0.510 | 0.569 | 0.635 | 0.634 | 0.621 |
20 | 0.510 | 0.579 | 0.625 | 0.631 | 0.622 |
lasso (C = 2) | |||||
2 | 0.533 | 0.521 | 0.510 | 0.504 | 0.508 |
4 | 0.533 | 0.543 | 0.620 | 0.623 | 0.620 |
8 | 0.550 | 0.529 | 0.632 | 0.624 | 0.618 |
10 | 0.525 | 0.527 | 0.625 | 0.628 | 0.633 |
15 | 0.516 | 0.524 | 0.640 | 0.640 | 0.645 |
20 | 0.514 | 0.546 | 0.626 | 0.641 | 0.642 |
Results on average AUC scores for test pairs using the contact definition of 3 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.