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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Bibliographic Details
Main Author: Yun Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fspas.2024.1509061/full
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