Opening the Black Box of the Radiation Belt Machine Learning Model

Abstract

We demonstrate the feature attribution method for a machine learning model of electron flux.• We quantify the effects of geomagnetic indices and solar wind parameters on electron flux during a storm time event and a non-storm event.• Our feature importance results identify physical effects that are consistent with our current understanding.