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Limitations of SHAP-based interpretations in environmental and membrane filtration applications

Yoshiyasu Takefuji

2025Water Research6 citationsDOI

Topics & Concepts

Feature (linguistics)Nonparametric statisticsVariable (mathematics)Feature selectionUltrafiltration (renal)Artificial intelligenceMachine learningComputer scienceInterpretabilityNonlinear systemBiochemical engineeringKey (lock)Filtration (mathematics)Data miningGround truthPattern recognition (psychology)Feature vectorEnvironmental systemsWater Systems and Optimization
Limitations of SHAP-based interpretations in environmental and membrane filtration applications | Litcius