Table 6.

Performances of the NARNET LSTM and ANN models to predict WQI.

Models	Training data set			Testing data
	MSE	R (%)	MSE	R (%)
NARNET	0.2815	95.97	0.1353	96.17
LSTM	0.1316	93.93	0.1028	94.21