Table 5.

Performance of four groups of outstanding DRFs.

Models	Lasso (WB)	Lasso (LL)	Combined DRFs	Lasso (Combined)	CTI + survF in Ref. [26]
SVM	0.907	0.857	0.923	0.948	0.897
nn	0.923	0.844	0.923	0.971	0.882
RF	0.802	0.784	0.801	0.801	0.949
DT	0.729	0.659	0.676	0.556	0.890
KNN	0.869	0.844	0.911	0.9	0.851
Ada	0.698	0.753	0.738	0.718	0.918
LR	0.936	0.882	0.923	0.971	0.892
NB	0.886	0.857	0.936	0.942	0.821
GBDT	0.74	0.744	0.722	0.691	0.908
DA	0.772	0.798	0.643	0.879	0.790
Mean ± Std	0.826 ± 0.088	0.802 ± 0.069	0.820 ± 0.117	0.838 ± 0.142	0.880 ± 0.047