Table 4

Comparison of MAPE values for joint prediction of electric-cold-heat loads.

Model type MAPE 
Electric loadCold loadHeat load
Single-task prediction model9.52%7.97%8.12%
Multi-output prediction model11.33%8.73%7.88%
Multi-task prediction model4.58%3.71%3.63%
Model type MAPE 
Electric loadCold loadHeat load
Single-task prediction model9.52%7.97%8.12%
Multi-output prediction model11.33%8.73%7.88%
Multi-task prediction model4.58%3.71%3.63%
Table 4

Comparison of MAPE values for joint prediction of electric-cold-heat loads.

Model type MAPE 
Electric loadCold loadHeat load
Single-task prediction model9.52%7.97%8.12%
Multi-output prediction model11.33%8.73%7.88%
Multi-task prediction model4.58%3.71%3.63%
Model type MAPE 
Electric loadCold loadHeat load
Single-task prediction model9.52%7.97%8.12%
Multi-output prediction model11.33%8.73%7.88%
Multi-task prediction model4.58%3.71%3.63%
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