Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data

Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin +4

In analyses of rare-events, regardless of the domain of application, class-imbalance issue is intrinsic. Although the challenges are known to data experts, their explicit impact on…