time series

Explainable ML for space weather forecasting
We trained gradient boosted trees to forecast the SYM-H index several hours ahead using solar wind data and used SHAP values to explain predictions.
Daniel Iong, Yang Chen, Gabor Toth, Shasha Zou, Tuija I. Pulkkinen, Jiaen Ren, Enrico Camporeale, Tamas I. Gombosi
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Explainable ML for space weather forecasting