Neural Models for Imputation of Missing Ozone Data in Air-Quality Datasets

Table 5

Multilayer perceptron results for the WD.

# of neurons	Training algorithm	MSE		Time (s)
		Mean	STD	Mean	STD
10	LM			0.070	0.287
	GDX			0.317	0.287
	TB			0.642	0.022
	SCG			0.060	0.001
	BR			0.074	0.003
30	LM			0.102	0.442
	GDX			0.481	0.442
	TB			1.420	0.025
	SCG			0.063	0.001
	BR			0.102	0.005
50	LM			0.160	1.080
	GDX			0.648	1.080
	TB			2.156	0.051
	SCG			0.068	0.001
	BR			0.161	0.010