Flood Severity Classification in Bangladesh: a Comprehensive Analysis of Historical Weather and Water Level Data Using Machine Learning Approaches

Fariha Zaman Nishat, Nurun Nahar, Farhana Ireen Joti, Saiful Islam, Neelopal Adri,Mosabber Uddin Ahmed

Natural Hazards（2025）

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Key words

Flood severity level,Machine learning,Imbalanced class handling,SMOTE,Stacking,Ensemble learning

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