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Table 10 Results with CLASS (C) and CLASS-based DID-class (DC)

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

Property

Week

Week

Week

Week

46/09

02/10

16/10

37/10

C

DC

C

DC

C

DC

C

DC

Single

83.3

83.6

84

84.2

82.4

82.6

83.4

83.6

N_devices

53.1

53.9

53.5

54.4

53.8

54.4

51.2

51.4

Cooking

73

73.3

72.2

72.4

73.3

73.6

72.2

72.6

Family

76.4

77

78.8

79.1

77.3

78

76

76.5

Children

74.7

75.2

75.5

75.6

74.1

74.1

73.4

74.1

Age_house

61.1

61.5

61.3

61.2

62

62.2

61.4

61.4

Social_class

51.5

51.9

51.1

51.3

49.7

50.4

51.3

51.5

Floor area

63.5

65.2

63.1

64.7

63.9

65.7

63.6

65

N_residents

72.8

73.7

71

72.2

72.1

72.9

75.2

76.4

N_bedrooms

49.7

50

49.4

49.5

49.5

49.9

48.3

48.5

Employment

68.4

69.2

67.4

68.4

69.2

70

68.4

69.4

Retirement

71.4

72.3

71.5

72.3

72.3

73.1

72.3

73

  1. Italic values indicate the highest classification accuracy