RDET stacking classifier: a novel machine learning based approach for stroke prediction using imbalance data

RDET stacking classifier: a novel machine learning based approach for stroke prediction using imbalance data

The main cause of stroke is the unexpected blockage of blood flow to the brain. The brain cells die if blood is not supplied to them, resulting in body disability. The timely identification of medical conditions ensures patients receive the necessary treatments and assistance. This early diagnosis p...

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Bibliographic Details
Main Authors: Amjad Rehman, Teg Alam, Muhammad Mujahid, Faten S. Alamri, Bayan Al Ghofaily, Tanzila Saba
Format: Article
Language:English
Published: PeerJ Inc. 2023-11-01
Series:PeerJ Computer Science
Subjects:
Stacking ensemble
Machine learning
Stroke prediction
SMOTE
Voting classifier
Online Access:https://peerj.com/articles/cs-1684.pdf

Internet

https://peerj.com/articles/cs-1684.pdf

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