Table 3.

Performance Comparison on the Independent Test Dataset

Methods	Accu	Sen	Spe	Pre	CC	F1
PredHS-SVM	0.83	0.59	0.93	0.79	0.57	0.68
PredHS-Ensemble	0.79	0.74	0.80	0.63	0.53	0.68
Robetta	0.70	0.33	0.86	0.52	0.23	0.41
FOLDEF	0.68	0.26	0.87	0.48	0.16	0.33
KFC	0.68	0.31	0.85	0.48	0.18	0.38
MINERVA2	0.77	0.46	0.91	0.69	0.42	0.55
HotPoint	0.69	0.59	0.74	0.5	0.31	0.54
APIS	0.71	0.56	0.77	0.52	0.33	0.54
KFC2a	0.74	0.74	0.74	0.56	0.41	0.64
KFC2b	0.79	0.59	0.87	0.68	0.47	0.63

The highest values are highlighted in bold.