Table 3 Ranked feature importance for the deep neural network (DNN) model.
Rank | Males | Females |
|---|---|---|
21 | Criminal conviction of either parent | Criminal conviction of either parent |
20 | Number of academic subjects failed | Number of academic subjects failed |
19 | ADHD relative | Head circumference |
18 | Depression relative | ADHD relative |
17 | Depression | Depression relative |
16 | Head circumference | Allergic rhinitis and allergic conjunctivitis |
15 | Allergic rhinitis and allergic conjunctivitis | Criminal conviction |
14 | Anxiety | Anxiety relative |
13 | Anxiety relative | Anxiety |
12 | Autism disorder | Autism disorder |
11 | Criminal conviction | Depression |
10 | Allergic dermatitis | Sleep disorders |
9 | Sleep disorders | Allergic dermatitis |
8 | Eating disorders | Alcohol disorder relative |
7 | Speech/learning disability | Asthma relative |
6 | Alcohol disorder relative | Speech/learning disability |
5 | Substance use disorders relative | Substance use disorders relative |
4 | Asthma relative | Motor/tic disorders |
3 | Motor/tic disorders | Small size for age |
2 | Small size for age | Eating disorders relative |
1 | Eating disorders relative | Eating disorders |
