Stroke Prediction Using Machine Learning Algorithms: Artificial Intelligence (AI) - Softcover

Alkharji, Munirah Saleh

 
9786139961931: Stroke Prediction Using Machine Learning Algorithms: Artificial Intelligence (AI)
Softcover
ISBN 10: 6139961939 ISBN 13: 9786139961931
Verlag: LAP LAMBERT Academic Publishing, 2022

Inhaltsangabe

In the medical world, stroke is one of the most prominent diseases that threaten human life in the world. The most common causes of death in the world are stroke, heart disease and cancer. Fortunately, stroke can be prevented if high risks patients are identified before the occurrence of a stroke. A medical diagnosis for stroke prediction is a complex process. However, machine learning algorithms can be used to facilitate stroke prediction in the early stages. The performance of the classification algorithms depends on a balanced dataset hence this study aims to implement the imbalanced data techniques as undersampling, oversampling and hybrid techniques to enhance the classification models performance.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
6139961939
ISBN 13 
9786139961931
Einband
Tapa blanda
Anzahl der Seiten
80
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Verantwortliche Person
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