Highly Imbalanced Regression with Tabular Data in SEP and Other Applications

Josias K. Moukpe, Philip K. Chan, Ming Zhang

We investigate imbalanced regression with tabular data that have an imbalance ratio larger than 1,000 ("highly imbalanced"). Accurately estimating the target values of rare instanc…