Approximate Borderline Sampling using Granular-Ball for Classification Tasks

Qin Xie, Qinghua Zhang, Shuyin Xia

Data sampling enhances classifier efficiency and robustness through data compression and quality improvement. Recently, the sampling method based on granular-ball (GB) has shown pr…