PCA based water quality modelling

Published: 9 January 2023| Version 1 | DOI: 10.17632/fk8f55zfdr.1
Contributor:
BISWANATH MAHANTY

Description

This data set contains Matlab codes used to analyze water quality data modeled using PC loading or rotated factor loading (referred to as PCQ-1, PCQ-2, respectively) approach.WQI of the data set was estimated using repeated (1000) random non-overlapping 2 to 5-fold data partitioning adopting either an in-sample (test set) or out-sample (train set) modeling approach.

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Institutions

Karunya University

Categories

Monte Carlo Simulation, Principle Component Analysis, Water Quality Assessment, Cross-Validation

Related Links

Article
https://doi.org/10.1016/j.scitotenv.2022.161353
is derived from this dataset

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