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...

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Bibliographic Details
Main Authors: Yaowarat Sirisathitkul, Putthiporn Thanathamathee, Saifon Aekwarangkoon
Format: Article
Language:English
Published: UIKTEN 2019-11-01
Series:TEM Journal
Subjects:
Online Access:http://www.temjournal.com/content/84/TEMJournalNovember2019_1449_1455.pdf