Prediction of Major Solar Flares Using Interpretable Class-dependent Reward Framework with Active Region Magnetograms and Domain Knowledge

Zixian Wu, Xuebao Li, Yanfang Zheng +14

In this work, we develop, for the first time, a supervised classification framework with class-dependent rewards (CDR) to predict $\ge$MM flares within 24 hr. We construct multipl…