Research Article

Online Model Learning of Buildings Using Stochastic Hybrid Systems Based on Gaussian Processes

Table 4

Prediction error statistics per zone

ā€‰ South zone East zone North zone West zone Core zone
Full GP SHS Full GP SHS Full GP SHS Full GP SHS Full GP SHS

RMSE 0.32 0.28 0.25 0.36 0.28 0.29 0.28 0.27 0.22 0.11
MRSE 0.11 0.05 0.08 0.06 0.10 0.05 0.1 0.05 0.6 0.02
Max. 3.5 6.3 5.5 10.1 12.1 4.5 6.7 4.5 2.5 3.2