Prediction of Water Quality Classification of the Kelantan River Basin, Malaysia, Using Machine Learning Techniques

Prediction of Water Quality Classification of the Kelantan River Basin, Malaysia, Using Machine Learning Techniques

Machine Learning (ML) has been used for a long time and has gained wide attention over the last several years. It can handle a large amount of data and allow non-linear structures by using complex mathematical computations. However, traditional ML models do suffer some problems, such as high bias an...

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Bibliographic Details
Main Authors: Nur Hanisah Abdul Malek, Wan Fairos Wan Yaacob, Syerina Azlin Md Nasir, Norshahida Shaadan
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Water
Subjects:
water quality class
water quality index
supervised machine learning
random forest
gradient boosting
decision tree
Online Access:https://www.mdpi.com/2073-4441/14/7/1067

Internet

https://www.mdpi.com/2073-4441/14/7/1067

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