New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification

Arezou Mojiri, Abbas Khalili, Ali Zeinal Hamadani

In binary classification, imbalance refers to situations in which one class is heavily under-represented. This issue is due to either a data collection process or because one class…