Depression Emotion Multi-Label Classification Using Everytime Platform with DSM-5 Diagnostic Criteria

The prevalence of depressive disorder in South Korea is the highest among countries Organization for Economic Cooperation and Development. rate disorders young people their 20s significantly high. Because lead to a decrease daily function, it important identify them quickly treat appropriately. In many countries, including Korea, mental are diagnosed using Diagnostic Statistical Manual Mental Disorders, Fifth Edition (DSM-5) classification criteria disorders. However, research on prediction DSM-5 sparse. this study, we designed method predicting by identifying characteristics twenties who experiencing depression. We employed data from Everytime platform created multi-label methodology that meets diagnostic Moreover, gated recurrent unit was used calculate probability each label.