Heart attack prediction using machine learning and XAI

Heart attack prediction using machine learning and XAI

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

Bibliografski detalji
Glavni autor: Ahsan, Mumtahina
Daljnji autori: Rabiul Alam, Md. Golam
Format: Disertacija
Jezik:English
Izdano: Brac University 2023
Teme:
Heart Attack
ML (Machine Learning)
XAI (Explainable Artificial Intelligence)
SHAP (SHapley Additive exPlanations)
Shapley Value
LIME (Local Interpretable Model-Agnostic Explanations)
Black-Box
XGBoost
KNN
Neural networks (Computer science)
Artificial intelligence
Machine learning
Online pristup:http://hdl.handle.net/10361/18012
Opis
Sažetak:This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2022.

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