The Virtual Screening of the Drug Protein with a Few Crystal Structures Based on the Adaboost-SVM

Table 5

Experimental comparison of SVM, Adaboost-SVM, and Random Forest.

Algorithm	Target protein	10% EF	AUC
SVM	SRC	4.7	0.734
	Cathepsin K	3.9	0.683
Adaboost-SVM	SRC	5.5	0.821
	Cathepsin K	4.8	0.802
Random Forest	SRC	5.3	0.805
	Cathepsin K	4.5	0.783