Analyzed and Simulated Prediction of Emission Characteristics of Construction Dust Particles under Multiple Pollution Sources

Table 6

Regression analysis results of the predicted output and the target data of different work areas.

Construction stage	Work areas	Training	Validation	Test	All
Foundation	Foundation excavation area	0.9937	0.9459	0.9833	0.9859
	Rebar processing area	0.9968	0.9135	0.9583	0.9746
	Concrete mixing area	0.9821	0.869	0.9098	0.9586
	Both sides of road	0.9986	0.9913	0.9966	0.9973
Structural frame	Floor area	0.9917	0.9777	0.9908	0.9837
	Concrete mixing area	0.9986	0.9894	0.9988	0.9962
	Rebar processing area	0.9962	0.9956	0.9721	0.9921
	Timber formwork area	0.9968	0.7586	0.9442	0.9885
	Both sides of road	0.9996	0.9949	0.9953	0.9978