Kangwon Seo

Downsampling for Binary Classification with a Highly Imbalanced Dataset Using Active Learning

2022 · Big Data Research

In many industrial applications, classification tasks are often associated with imbalanced class labels in training datasets. Imbalanced datasets can severely affect the accuracy of class predictions, and thus they need to be handled by appropriate …