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.

מידע ביבליוגרפי
Main Authors: Tasmeem, Sumaiya, Rahaman, Motiur, Piasha, Karishma Meherin Khan, Yasar, Samin, Dina, Murshida Akter
מחברים אחרים: Rahman, Tanvir
פורמט: Thesis
שפה:English
יצא לאור: Brac University 2023
נושאים:
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)
גישה מקוונת:http://hdl.handle.net/10361/21779

אינטרנט

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

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