Virtual Screening of Drug Proteins Based on Imbalance Data Mining

Table 1

HIV-1 data classification results.

	Algorithm	Protein name	EF	AUC
Before sampling	SVM	HIV-1	5.93	0.729
Before sampling	RF-SVM	HIV-1	6.51	0.785
After sampling	SVM	HIV-1	6.58	0.795
After sampling	RF-SVM	HIV-1	7.16	0.839