Practices for Using Data-Centric Machine Learning with Imbalanced Classes: A Case of SPE Occurrence Prediction
Patrick O'Keefe1, Viacheslav M Sadykov2, Alexander G Kosovichev3, Gelu M Nita4, Vincent Oria5, Shantanu Sharma1, Fraila Francis1 and Chun Jie Chong1, (1)New Jersey Institute of Technology, Newark, United States, (2)Georgia State University, Atlanta, GA, United States, (3)New Jersey Institute of Technology, Physics, Newark, NJ, United States, (4)New Jersey Institute of Technology, Center for Solar-Terrestrial Research, Edison, NJ, United States, (5)New Jersey Institute of Technology, Computer Science, Newark, NJ, United States