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Using Multivariate Linear Regression for Biochemical Oxygen Demand Prediction in Waste Water
The performance indices for the input variables of Dissolved Oxygen, Nitrogen, Fecal Coliform and Total Coliform in prediction of BOD are: RMSE=6. 77mg/L, r=0. 60 and accuracy 70. 3% for training dataset of 80% and RMSE=6. 74mg/L, r=0. 60 and accuracy of 87. 5% for training set of 90% of the dataset.
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