A New Model for Building Energy Modeling and Management Using Predictive Analytics: Partitioned Hierarchical Multitask Regression (PHMR)

Table 1

MSPE on test data for four methods under two different training sample sizes.

	Sample	Sample
GUIDE	39.32	45.20
MOB	1.80	10.61
SPR	0.73	3.11
Proposed method (PHMR)	0.49	1.81