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Prediction of Warning Level in Aircraft Accidents: Classification Techniques - Tapa blanda

Christopher, Arockia

 
9781922617651: Prediction of Warning Level in Aircraft Accidents: Classification Techniques
Tapa blanda
ISBN 10: 1922617652 ISBN 13: 9781922617651
Editorial: Central West Publishing PTY LTD, 2025

Sinopsis

This work focuses on the evaluation of risk and safety in the civil aviation industry. The aim of the work is to study the performance of different classification algorithms on accident reports of the Federal Aviation Administration (FAA) accident/incident data system database. The work analyses the number of accident data records for all categories of aviation between the years of 1950 to 2012. The classification algorithms such as DT, KNN, SVM, NN and NB are used to predict the warning level of the component as the class attribute. The rules are proven in terms of their accuracy, and these results are seen to be very meaningful. This study also proves that the NB classifiers will perform better than other classifiers.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Central West Publishing PTY LTD
Año de publicación
2025
Idioma
Inglés
ISBN 10 
1922617652
ISBN 13 
9781922617651
Encuadernación
Tapa blanda
Número de páginas
70
Contacto del fabricante
no disponible
Persona responsable
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