Handling Imbalance Classification Virtual Screening Big Data Using Machine Learning Algorithms

Table 1

Benchmark imbalanced dataset.

Datasets	Total records	Inactive	Active	Balance ratio
AID 440	25,000	24,815	185	1 : 134
AID 624202	377,550	364,035	3980	1 : 91.5
AID 651820	283,005	271,341	11,664	1 : 23