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Table 9 The average classification results as accuracy in  % for each class

From: Supervised classification with interdependent variables to support targeted energy efficiency measures in the residential sector

Property Comparison with trivial approach Comparison with the best known household classifier
SVM DID-Class with SVM CLASS DID-class with CLASS
Single 79.9 80.8 83.3 83.5
N_devices 50.6 50.8 52.9 53.5
Cooking 72.9 72.9 72.7 73
Family 75.1 75.9 77.1 77.6
Children 73.9 74.5 74.5 74.8
Age_house 56.9 58.1 61.5 61.6
Social_class 50.7 51 50.9 51.3
Floor area 62.9 64.1 63.5 65.2
N_residents 71.7 72.9 72.8 73.8
N_bedrooms 48.3 49.3 49.2 49.5
Employment 66.7 67.8 68.3 69.2
Retirement 70.1 71.7 71.9 72.7
  1. Italic values indicate the highest classification accuracy