Table 2 Combinations of prediction methods and prediction performance at 10-fold cross-validation. 1: i2h not included, 2: MT not included, 3: GF not included, 4: PP not included, 5: GN not included, 6: GO not included, 7: GN and GO not included, 8: all methods included. AUC and MCC represent the area under the ROC curved and Matthew’s correlation coefficient respectively
Combinations | AUC Values | MCC Values |
|---|---|---|
1 : i2h method excluded | 88.86 | 0.401 |
2 : MT method excluded | 94.69 | 0.500 |
3 : GF method excluded | 94.45 | 0.484 |
4 : PP method excluded | 91.89 | 0.414 |
5 : GN method excluded | 94.04 | 0.454 |
6 : GO method excluded | 94.76 | 0.504 |
7 : GN/GO methods excluded | 90.15 | 0.408 |
8 : all methods included | 94.79 | 0.508 |