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. 2021 Dec 16;16(12):e0261131. doi: 10.1371/journal.pone.0261131

Table 2. Class status with most significant 11 input features.

# Feature_ID Depression questionnaires Frequency Proportion
Yes No
1. Depressed The status of depression confirming by doctor or mental health professional, continuing diagnosis of depression 7.46% 92.5%
2. punhappy unhappy 17.11%
3. PMD002 Was there a time when it seemed like nothing was fun for CHILD and [he/she] just wasn’t interested in anything? 18.78% 81.22%
4. pmda1y Depressed or irritable mood 28.69% 71.31%
5. pmda2y Diminished interest or pleasure 35.17% 64.83%
6. pmda3y Weight loss/gain or appetite change 43.66% 56.34%
7. pmda4y Insomnia or hypersomnia 37.61% 62.39%
8. pmda5y Psychomotor agitation or retardation 38.61% 61.39%
8. pmda6y Fatigue or loss of energy 40.79% 59.21%
10. pmda8y Thinking or concentration problems or indecisiveness 40.44% 59.56%
11. pmda9y Thoughts of death, suicidal ideation, suicide attempt or plan 47.10% 52.90%
12. pmday Presence of Any of these Five symptoms in same 2-week period 46.15% 53.85%