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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Tasmeem, Sumaiya, Rahaman, Motiur, Piasha, Karishma Meherin Khan, Yasar, Samin, Dina, Murshida Akter
Rannpháirtithe: Rahman, Tanvir
Formáid: Tráchtas
Teanga:English
Foilsithe / Cruthaithe: Brac University 2023
Ábhair:
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)
Rochtain ar líne:http://hdl.handle.net/10361/21779

Ar líne

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

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