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

Table 2

R-square validation of model generalization capability.

Meters	MSE
	LightGBM	Proposed model
Cooling meters	0.2467	0.216
Steam meters	0.6171	0.606
Heat meters	0.5800	0.600