Table 1 AUC for 4-fold cross-validations
Score set | Scores | Included information | Average AUC | SD |
|---|---|---|---|---|
Set 1 | Sd, Se, Seg, Str, Strg, Sta, Stag | DR + PK + PD | 0.837 | 0.005 |
Set 2 | Se, Str, Sta | (PK + PD)_nog | 0.837 | 0.009 |
Set 3 | Se, Seg, Str, Strg, Sta, Stag | PK + PD | 0.834 | 0.012 |
Set 4 | Sd, Se, Str, Sta | DR + (PK + PD)_nog | 0.834 | 0.005 |
Set 5 | Sd, Se, Seg, Sta, Stag | DR + PKe + PD | 0.828 | 0.006 |
Set 6 | Se, Seg, Sta, Stag | PKe + PD | 0.827 | 0.008 |
Set 7 | max(Sd, Se, Seg, Str, Strg, Sta, Stag) | Maximum score in the whole network | 0.786 | 0.012 |
Set 8 | Str, Strg, Sta, Stag | PKtr + PD | 0.741 | 0.009 |
Set 9 | Sd, Str, Strg, Sta, Stag | DR + PKtr + PD | 0.736 | 0.005 |
Set 10 | Sd, Se, Seg, Str, Strg | DR + PK | 0.672 | 0.006 |
Set 11 | Se, Seg, Str, Strg | PK | 0.657 | 0.007 |
Set 12 | Sd, Str, Strg | DR + PKtr | 0.653 | 0.008 |
Set 13 | Str, Strg | PKtr | 0.631 | 0.019 |
Set 14 | Sta, Stag | PD | 0.627 | 0.005 |
Set 15 | Sta | PD_nog | 0.620 | 0.008 |
Set 16 | Sd, Se, Seg | DR + PKe | 0.619 | 0.002 |
Set 17 | Sd, Sta, Stag | DR + PD | 0.617 | 0.003 |
Set 18 | Str | PKtr_nog | 0.616 | 0.015 |
Set 19 | Sd | DR | 0.601 | 0.007 |
Set 20 | Se, Seg | PKe | 0.593 | 0.009 |
Set 21 | Se | Pke_nog | 0.587 | 0.009 |