Forecasting Solar Flares Using Magnetogram-based Predictors and Machine Learning

The Gini importance is returned with the randomForest function of the randomForest package in R. The higher the Gini importance of the \(j\)th predictor, the more important this predictor. Abbreviations for predictors used in the main text (Symbol1) and in Figures 7 and 8 (Symbol2).