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Table 2 Tested combinations of feature sets and available entries in the dataset for heat pump existence

From: Detection of heat pumps from smart meter and open data

  Sample size Smart meter Weather Solar cadaster
Num. features 91 30 3
Model 1 (SMD) 397 X   
Model 2 (SMD + solar cadaster) 397 X   X
Model 3 (SMD + weather) 387 X X  
Model 4 (all features) 387 X X X