Improvement in Explicit Prediction of Water Quality Using Wavelet-Based LSSVR and M5pRT

Table 2

Comparison of prediction errors for data recorded two stations.

Learning methods	Stations	Performance measures			Goodness of fit statistic
		RMSE	MSE	MAE	R^2
LSSVR	Palla (outer Delhi)	7.7988	60.8711	7.7934	0.7260
	Old Delhi bridge	7.5796	57.4510	7.557	0.8420
M5pRT	Palla (outer Delhi)	77.740	6.1284e03	63.5206	0.4814
	Old Delhi bridge	42.464	1.8566e03	35.9128	0.4225
WLSSVR	Palla (outer Delhi)	7.7980	60.8208	7.7919	0.8640
	Old Delhi bridge	7.5714	57.4779	7.5765	0.8759
WM5pRT	Palla (outer Delhi)	101.1626	1.001e04	68.7353	0.6800
	Old Delhi bridge	49.5543	2.5661e03	42.0013	0.6079