Convolutional Neural Network Based Energy Consumption Management Model for the Full Life Cycle of Buildings and Information System Design

Table 3

Model generalization capability MSE validation.

Meters	R-square
	LightGBM	Proposed model
Cooling meters	0.859	0.878
Steam meters	0.833	0.840
Heat meters	0.828	0.825