DEPRESSION DETECTION USING LOGISTIC REGRESSION
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Universiti Malaysia Sarawak (UNIMAS)
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Depressive disorder, commonly known as depression, is one of the most prevalent mental disorders. Moreover, it can be challenging for an individual to determine if they are experiencing depression, as some symptoms overlap with those of other mental disorders or even physical illnesses. Thus, there is a need to develop a mobile application capable of determining user’s depression level with the use of Artificial Intelligence (AI). The proposed application will determine depression level by letting users answer several text-based questionnaires by relying on a machine learning technique such as logistic regression to determine depression level.