Predictive Apriori Algorithm in Youth Suicide Prevention by Screening Depressive Symptoms from Patient Health Questionnaire-9
This study employed the Predictive A priori algorithm in identifying significant questions of Patient Health Questionnaire-9 (PHQ-9) for suicide tendency prediction by using PHQ-9 and suicidal screening form (8Q). The random forest was applied to calculate the classification accuracy of PHQ-9 and 3...
Main Authors: | Yaowarat Sirisathitkul, Putthiporn Thanathamathee, Saifon Aekwarangkoon |
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Format: | Article |
Language: | English |
Published: |
UIKTEN
2019-11-01
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Series: | TEM Journal |
Subjects: | |
Online Access: | http://www.temjournal.com/content/84/TEMJournalNovember2019_1449_1455.pdf |
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