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

Table 6

Linear regression and nonlinear regression results for the Season Dataset.

Subset	Method	MSE		Time (s)
		Mean	STD	Mean	STD
Spring	MLR			0.085	0.208
	MN-LR			0.169	0.298
Summer	MLR			0.085	0.215
	MN-LR			0.665	0.321
Autumn	MLR			0.085	0.208
	MN-LR			0.677	0.259
Winter	MLR			0.088	0.214
	MN-LR			0.168	0.274