A Hybrid Fuzzy Wavelet Neural Network Model with Self-Adapted Fuzzy -Means Clustering and Genetic Algorithm for Water Quality Prediction in Rivers

Table 1

Performances of FWNN, WNN, and NN in modeling water quality management.

	Model (COD)				Model (TU)
	FWNN	FNN	WNN	NN	FWNN	FNN	WNN	NN
	0.9499	0.8129	0.7733	0.5639	0.9678	0.8502	0.8332	0.6690
	0.9023	0.6608	0.598	0.318	0.9366	0.7228	0.6942	0.4476
MAPE	19.2030	26.2873	46.9316	34.0226	26.3203	29.6884	41.3267	66.0219
RMSE	0.3127	0.6035	0.6404	0.9198	4.5452	10.8572	11.9338	14.1188
MSE	0.0978	0.3643	0.4102	0.8461	20.6585	117.878	142.4146	199.3415