Decreasing False Alarm Rates in ML-based Solar Flare Prediction using SDO/HMI Data

Varad Deshmukh, Natasha Flyer, Kiera Van Der Sande +1

A hybrid two-stage machine learning architecture that addresses the problem of excessive false positives (false alarms) in solar flare prediction systems is investigated. The first…