Comparative analysis of surface water quality prediction performance and identification of key water parameters using different machine learning models based on big data

The water quality prediction performance of machine learning models may be not only dependent on the models, but also dependent on the parameters in data set chosen for training the learning models. Moreover, the key water parameters should also be identified by the learning models, in order to furt...

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Bibliographic Details
Published in:Water research (Oxford) Vol. 171; p. 115454
Main Authors: Chen, Kangyang, Chen, Hexia, Zhou, Chuanlong, Huang, Yichao, Qi, Xiangyang, Shen, Ruqin, Liu, Fengrui, Zuo, Min, Zou, Xinyi, Wang, Jinfeng, Zhang, Yan, Chen, Da, Chen, Xingguo, Deng, Yongfeng, Ren, Hongqiang
Format: Journal Article
Language:English
Published: England Elsevier Ltd 15.03.2020
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ISSN:0043-1354, 1879-2448, 1879-2448
Online Access:Get full text
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