Prediction of bipolar disorder from mental episodes using machine learning approach

Prediction of bipolar disorder from mental episodes using machine learning approach

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Detalhes bibliográficos
Main Authors: Tasmeem, Sumaiya, Rahaman, Motiur, Piasha, Karishma Meherin Khan, Yasar, Samin, Dina, Murshida Akter
Outros Autores: Rahman, Tanvir
Formato: Thesis
Idioma:English
Publicado em: Brac University 2023
Assuntos:
Bipolar detection
Random forest
Machine learning
Extreme gradient boosting
Decision tree
SVM
MDQ
Logistic regression
CatBoost
Light-GBM
XGBoost
Logistic regression analysis
Deep learning (Machine learning)
Acesso em linha:http://hdl.handle.net/10361/21779

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