Comparisons of various imputation methods for incomplete water quality data: a case study of the Langat River, Malaysia

• Main Authors: Naeimah Mamat,, Siti Fatin Mohd Razali,
• Format: Article
• Language: English
• Published: Penerbit Universiti Kebangsaan Malaysia 2023
• Online Access: http://journalarticle.ukm.my/21963/1/kjt_18.pdf; http://journalarticle.ukm.my/21963/; https://www.ukm.my/jkukm/volume-3501-2023/

In this study, the ability of numerous statistical and machine learning models to impute water quality data was investigated at three monitoring stations along the Langat River in Malaysia. Inconsistencies in the percentage of missing data between monitoring stations (varying from 20 percent (modera...