Early Detection of Mental Health Disorders based on Sentiment using Stacking Method

Early Detection of Mental Health Disorders based on Sentiment using Stacking Method

Mental health disorders are a serious and growing global concern, including in Indonesia. This study aims to predict mental health disorders through sentiment analysis using the Stacking Classifier approach, which combines Random Forest, Gradient Boosting Classifier, and Logistic Regression algorith...

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Bibliographic Details
Main Authors: Naufal Maldini, Danang Wahyu Utomo, Rahmadika Putri Tresyani
Format: Article
Language:Indonesian
Published: Islamic University of Indragiri 2025-01-01
Series:Sistemasi: Jurnal Sistem Informasi
Subjects:
mental health, sentiment analysis, stacking classifier, machine learning, mental health prediction.
Online Access:https://sistemasi.ftik.unisi.ac.id/index.php/stmsi/article/view/4842
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