Skip to main content
Brain Informatics

Table 5 Results of patient similarity recommendations for domain and target on commonality measure

From: Machine learning-based ABA treatment recommendation and personalization for autism spectrum disorder: an exploratory study

Participant

Age in months

Gender

Domain code recommendation

Target code recommendation

Relevant percentage of recommended domain code

Relevant percentage of recommended target code

Participant 1

50.4

Male

2, 4, 5, 14

2.1, 2.3, 4.2, 5.1, 14.1

94.4

80.0

Participant 2

60

Male

1, 2, 4, 5, 6, 7, 11, 14

0.0, 1.1, 2.1, 2.3, 5.1, 5.13, 5.2, 5.8, 6.1, 7.12, 7.3, 11.1, 14.1, 14.3

83.3

66.6

Participant 3

60

Male

1, 2, 4, 7, 14

1.3, 2.1, 2.3, 7.12, 14.1, 14.3

94.4

81.4

Participant 4

72

Male

2, 4, 14, 20

4.2

83.3

85.1

Participant 5

48

Male

1, 2, 4, 7, 14

2.1, 2.3, 7.12, 14.1, 14.3

94.4

82.4

Participant 6

57.6

Male

1, 5

5.4, 9.1

66.6

84.2

Participant 7

66

Female

1, 4, 5, 11

1.1, 4.2, 11.1

77.7

83.3

Participant 8

55.2

Female

2, 4, 5

2.1, 2.3, 5.1

88.8

89.8

Participant 9

31.2

Male

1, 4, 5

1.1, 5.1

83.3

87.0

Participant 10

57.6

Male

1, 2, 4, 5, 17

1.1, 4.2, 5.1

83.3

87.0

Participant 11

45.6

Male

1, 2, 4, 5, 11, 17

1.1, 2.1, 4.2, 5.1, 11.1, 11.2

88.8

81.5

Participant 12

50.4

Male

2, 4, 5, 6, 14

4.2, 5.1, 6.3

95.2

87.0

Participant 13

54

Male

2, 4

2.1, 4.2

66.6

83.3

Participant 14

46.8

Male

1, 5, 11, 20

1.1, 1.3, 5.1, 5.2, 11.1, 11.2

77.7

80.5

Participant 15

49.2

Male

4

1.3

55.5

77.2

Participant 16

49.3

Male

1, 2, 4, 5, 11

1.1, 2.3, 5.1, 11.2

94.4

87.9

Participant 17

33.6

Male

1, 4, 5, 6, 7

0.0

93.3

58.3

Participant 18

62.4

Male

4

1.3, 2.1, 2.3, 7.12

77.7

87.9

Participant 19

45.6

Female

2, 4

4.2, 5.1

72.2

91.6

Participant 20

37.2

Male

1, 2, 4, 5

1.1, 5.1

88.8

97.8

Participant 21

40.8

Male

2, 4, 5, 6

5.1, 6.25

88.8

84.2

Participant 22

48

Male

1, 4, 5

1.1, 5.1

83.3

87.0

Participant 23

27.6

Male

4, 5

5.1

77.7

82.4

Participant 24

55.2

Male

2, 4, 5, 6, 14

4.2, 5.1, 6.3

83.3

82.4

Participant 25

54

Male

1, 4, 5

1.1, 5.1

83.3

87.0

Participant 26

62.4

Male

1, 2, 4, 5

1.1, 2.1, 5.1

88.2

89.8

Participant 27

48

Male

7

7.12

77.7

89.8

Participant 28

26.4

Male

4, 5

5.1

77.7

88.8

Participant 29

56.4

Male

1, 4, 5

1.1, 5.1

83.3

87.0

Average scores

50.03

26 male, 3 female

  

82.86

84.07

Back to article page