Table 7

Training and Testing errors for all models

Training
Testing
Difference in Errors
CategoryRMSEMAERMSEMAERMSEMAE
Domestic 0.0727 0.0408 0.2543 0.2102 −0.1816 −0.1694 
Industrial 0.0404 0.0304 0.0405 0.0330 −0.0001 −0.0026 
Commercial 0.0134 0.0105 0.0315 0.0347 −0.0181 −0.0242 
Agricultural 0.0098 0.0076 0.0275 0.0203 −0.0177 −0.0127 
Other 0.0366 0.0290 0.0698 0.0606 −0.0332 −0.0316 
Training
Testing
Difference in Errors
CategoryRMSEMAERMSEMAERMSEMAE
Domestic 0.0727 0.0408 0.2543 0.2102 −0.1816 −0.1694 
Industrial 0.0404 0.0304 0.0405 0.0330 −0.0001 −0.0026 
Commercial 0.0134 0.0105 0.0315 0.0347 −0.0181 −0.0242 
Agricultural 0.0098 0.0076 0.0275 0.0203 −0.0177 −0.0127 
Other 0.0366 0.0290 0.0698 0.0606 −0.0332 −0.0316 
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