An ensemble learning model for forecasting water-pipe leakage

Abstract Based on the benefits of different ensemble methods, such as bagging and boosting, which have been studied and adopted extensively in research and practice, where bagging and boosting focus more on reducing variance and bias, this paper presented an optimization ensemble learning-based mode...

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Bibliographic Details
Main Authors: Ahmed Ali Mohamed Warad, Khaled Wassif, Nagy Ramadan Darwish
Format: Article
Language:English
Published: Nature Portfolio 2024-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-60840-x