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.

Podrobná bibliografie
Hlavní autoři: Tasmeem, Sumaiya, Rahaman, Motiur, Piasha, Karishma Meherin Khan, Yasar, Samin, Dina, Murshida Akter
Další autoři: Rahman, Tanvir
Médium: Diplomová práce
Jazyk:English
Vydáno: Brac University 2023
Témata:
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)
On-line přístup:http://hdl.handle.net/10361/21779

Internet

http://hdl.handle.net/10361/21779

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