Avoiding More Accurate and Less Robust Models: Mistakes and Pitfalls in Training Flare Forecasting Models

Azim Ahmadzadeh1, Berkay Aydin2, Dustin Kempton1, Sushant Mahajan3, Manolis K Georgoulis4 and Rafal Angryk2, (1)Georgia State University, Atlanta, GA, United States, (2)Georgia State University, Computer Science, Atlanta, GA, United States, (3)Georgia State University, Physics and Astronomy, Atlanta, United States, (4)RCAAM of the Academy of Athens, Athens, Greece