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Table 9 Average precision values for each activity performed by each subject on Dataset2

From: CAPHAR: context-aware personalized human activity recognition using associative learning in smart environments

Activity

Activity code

S1

S2

Going out to work

5

80.95%

N.P

Toileting

15

84.72%

82.29%

Bathing

20

59.10%

N.P

Grooming

25

81.77%

N.P

Dressing

30

75.64%

N.P

Taking Medication

40

N.P

68.75%

Preparing breakfast

60

50.00%

85.00%

Preparing lunch

65

46.67%

76.92%

Preparing dinner

70

37.50%

83.33%

Preparing snack

75

80.00%

54.54%

Preparing beverage

80

81.81%

N.P

Washing dishes

85

57.14%

73.08%

Cleaning

100

22.22%

N.P

Doing laundry

105

71.90%

N.P

Watching TV

135

N.P

95.83%

Listening to music

140

N.P

91.67%

  1. *S, Subject, N.P, Not performed