Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP)
Khaled Merabet, Fabio Di Nunno, Francesco Granata, Sungwon Kim, Rana Muhammad Adnan Ikram, Salim Heddam, Özgür Kişi, Mohammad Zounemat‐Kermani
Topics & Concepts
Boosting (machine learning)Gradient boostingQuality (philosophy)Computer scienceEconometricsArtificial intelligenceMathematicsPhilosophyRandom forestEpistemologyHydrological Forecasting Using AIMachine Learning and Data ClassificationNeural Networks and Applications