Articles liés à Prediction of Warning Level in Aircraft Accidents:...

Prediction of Warning Level in Aircraft Accidents: Classification Techniques - Couverture souple

Christopher, Arockia

 
9781922617651: Prediction of Warning Level in Aircraft Accidents: Classification Techniques
Couverture souple
ISBN 10 : 1922617652 ISBN 13 : 9781922617651
Editeur : Central West Publishing, 2025

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Central West Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
1922617652
ISBN 13 
9781922617651
Reliure
Broché
Nombre de pages
70
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

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