Realizing a Stacking Generalization Model to Improve the Prediction Accuracy of Major Depressive Disorder in Adults

Realizing a Stacking Generalization Model to Improve the Prediction Accuracy of Major Depressive Disorder in Adults

Major depressive disorder (MDD) is a persistent psychiatric mood disorder that is prevalent from a few weeks to a few months, even for years in the worst cases. It causes sadness, hopelessness in the individuals; sometimes, it forces them to hurt themselves. In severe cases, MDD can even lead to the...

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Bibliographic Details
Main Authors: Nivedhitha Mahendran, P. M. Durai Raj Vincent, Kathiravan Srinivasan, Vishal Sharma, DushanthaNalin K. Jayakody
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
K-nearest neighbors
major depressive disorder
multilayer perceptron
random forest
random forest-based feature elimination
stacking generalization and support vector machine
Online Access:https://ieeexplore.ieee.org/document/9033966/

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