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. 2022 Mar 22;8(3):e09152. doi: 10.1016/j.heliyon.2022.e09152

Table 7.

Performance metrics for Energy Consumption (EC) and Energy Generation (EG).

GLM
ANN
RF
GBT
DT
SVM
EG EC EG EC EG EC EG EC EG EC EG EC
RMSE 10.253 9.76 12.742 7.353 10.25 8.254 8.275 4.342 12.291 7.976 14.383 6.164
MAE 8.796 7.211 8.687 5.331 8.69 6.011 4.214 2.918 5.824 5.544 8.298 4.258