Eshwar Dara

Improving imbalanced data classification in healthcare systems : A novel optimization approach with statistical insights

Eshwar Dara, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

In this paper: Imbalanced data classification poses a challenge in medical intelligent diagnosis due to limited samples and high-dimensional features in real-world biomedical datasets. This issue impacts the classif...