Imbalanced data poses a substantial challenge to conventional classification methods, which often disproportionately favor samples from the majority class. To mitigate this issue, various oversampling ...

Imbalanced datasets are prevalent in real life. The imbalanced datasets pose challenges for classification and regression tasks. Compared to imbalanced classification, imbalanced regression deals with ...

Why do investors respond favorably to some CEO presentations but not to others? In an analysis of 654 presentations on acquisitions, two professors found one factor that stood out: whether a ...