Table 1 Prediction performance of the individual features F1-13 and of their combination (F), for all window sizes W = 0-9, estimated by the AUC score and evaluated by 10-fold cross validation of the S85 set. The features indicate intrinsically disordered regions (F8 and F7), flexibility (F5 and F6), evolutionary information (F13), energy-like (F9), secondary structure (F4), solvent accessibility (F10 and F11), solubility (F12), hydrophilicity (F3), and amino acid composition (F1 and F2)
AUC score for different window sizes W | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
W | F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F |
0 | 0.586 | 0.574 | 0.545 | 0.561 | 0.517 | 0.560 | 0.523 | 0.519 | 0.551 | 0.516 | 0.521 | 0.547 | 0.532 | 0.644 |
3 | 0.591 | 0.615 | 0.576 | 0.533 | 0.544 | 0.579 | 0.543 | 0.514 | 0.569 | 0.548 | 0.542 | 0.585 | 0.547 | 0.639 |
5 | 0.604 | 0.597 | 0.579 | 0.552 | 0.542 | 0.580 | 0.544 | 0.511 | 0.580 | 0.583 | 0.575 | 0.588 | 0.554 | 0.635 |
7 | 0.600 | 0.603 | 0.570 | 0.558 | 0.541 | 0.580 | 0.545 | 0.495 | 0.580 | 0.590 | 0.609 | 0.591 | 0.548 | 0.640 |
9 | 0.614 | 0.619 | 0.593 | 0.560 | 0.533 | 0.579 | 0.557 | 0.525 | 0.553 | 0.569 | 0.586 | 0.570 | 0.550 | 0.646 |