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Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study.

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Title: Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study.
Authors: Merabet, Khaled1 (AUTHOR) merabet.khaled@gmail.com, Daif, Noureddine2 (AUTHOR) n.daif@univ-skikda.dz, Di Nunno, Fabio3 (AUTHOR) fabio.dinunno@unicas.it, Granata, Francesco3 (AUTHOR) f.granata@unicas.it, Difi, Salah4 (AUTHOR) difisalah41@gmail.com, Kisi, Ozgur5,6,7 (AUTHOR) ozgur.kisi@th-luebeck.de, Heddam, Salim8 (AUTHOR) heddamsalim@yahoo.fr, Kim, Sungwon9 (AUTHOR) swkim1968@dyu.ac.kr, Zounemat-Kermani, Mohammad10 (AUTHOR) zounemat@uk.ac.ir
Source: Theoretical & Applied Climatology. May2025, Vol. 156 Issue 5, p1-22. 22p.
Database: Environment Complete
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ISSN:0177798X
DOI:10.1007/s00704-025-05507-x