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Table 7 Average precision values for each activity performed by each subject on Dataset1

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

Activity

S1

S2

S3

S4

S5

S6

S7

Desk work

77.78%

85.61%

90.43%

72.22%

50.00%

89.99%

75.00%

Eating/drinking

44.44%

63.89%

72.50%

33.33%

N.P

84.62%

61.11%

House work

66.67%

37.50%

60.00%

76.67%

60.00%

68.00%

83.33%

Meal preparation

N.P

62.50%

46.67%

43.33%

40.00%

48.00%

55.55%

Movement

82.41%

65.39%

72.00%

96.38%

76.00%

60.00%

100.00%

Personal grooming

73.49%

58.33%

44.00%

64.58%

53.33%

60.67%

77.78%

Relaxing

83.33%

40.95%

60.00%

60.42%

N.P

73.33%

79.17%

Shopping

66.67%

62.50%

70.00%

54.17%

N.P

68.57%

N.P

Sleeping

00.00%

75.00%

80.00%

83.33%

N.P

N.P

100.00%

Socializing

43.06%

75.00%

66.00%

85.00%

45.00%

77.80%

66.67%

Sports

50.00%

72.50%

80.00%

58.33%

20.00%

73.33%

N.P

Taking medication

66.67%

85.00%

80.00%

N.P

N.P

N.P

N.P

Transportation

80.00%

75.00%

60.00%

83.33%

60.00%

86.19%

70.08%

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