A water quality data typically involves a large number of measurements. These data serve as a foundation for plant operation, modelling the process, treatment planning, and economic assessments. Since having several measurements in the data, it may affect the prediction and accuracy. Thus, popular Statistical Techniques such as principal component analysis, factor analysis, cluster analysis,
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