Feature importance analysis of solar flares and prediction research with ensemble machine learning models
Solar flares, as intense solar eruptive events, have a profound impact on space weather, potentially disrupting human activities like spaceflight and communication. Hence, identify the key factors that influence the occurrence of solar flares and accurate forecast holds significant research importan...
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Format: | Article |
Language: | English |
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Frontiers Media S.A.
2025-01-01
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Series: | Frontiers in Astronomy and Space Sciences |
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Online Access: | https://www.frontiersin.org/articles/10.3389/fspas.2024.1509061/full |
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