A hybrid mental health prediction model using Support Vector Machine, Multilayer Perceptron, and Random Forest algorithms

A hybrid mental health prediction model using Support Vector Machine, Multilayer Perceptron, and Random Forest algorithms

The prevalence and burden of mental health disorders are on the rise in conflict zones, and if left untreated, they can lead to considerable lifetime disability. Following the repeal of Article 370, political unrest spread quickly, forcing the Indian government to impose safety precautions such as l...

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Bibliographic Details
Main Authors: E. Syed Mohamed, Tawseef Ahmad Naqishbandi, Syed Ahmad Chan Bukhari, Insha Rauf, Vilas Sawrikar, Arshad Hussain
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Healthcare Analytics
Subjects:
Mental health
Machine learning
Prediction
Support Vector Machine
Multilayer Perceptron
Random Forest
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442523000527

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http://www.sciencedirect.com/science/article/pii/S2772442523000527

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