Virtual Screening of Drug Proteins Based on Imbalance Data Mining

Table 2

SRC data classification results.

	Algorithm	Protein name	EF	AUC
Before sampling	SVM	SRC	5.87	0.722
Before sampling	RF-SVM	SRC	6.43	0.769
After sampling	SVM	SRC	6.25	0.741
After sampling	RF-SVM	SRC	6.96	0.828