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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