Water quality prediction and classification based on principal component regression and gradient boosting classifier approach

Estimating water quality has been one of the significant challenges faced by the world in recent decades. This paper presents a water quality prediction model utilizing the principal component regression technique. Firstly, the water quality index (WQI) is calculated using the weighted arithmetic in...

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Bibliographic Details

Published in:	Journal of King Saud University. Computer and information sciences Vol. 34; no. 8; pp. 4773 - 4781
Main Authors:	Md. Saikat Islam Khan, Nazrul Islam, Jia Uddin, Sifatul Islam, Mostofa Kamal Nasir
Format:	Journal Article
Language:	English
Published:	Springer 01.09.2022
Subjects:	Boxplot analysis Classification algorithm Principal component regression Water quality index
ISSN:	1319-1578
Online Access:	Get full text
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