Prediction of Warning Level in Aircraft Accidents: Classification Techniques (Paperback or Softback)
Language: English
Published by Central West Publishing Pty Ltd 9/15/2025, 2025
- Softcover
- New
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.BargainBookStores
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Condition: New
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Prediction of Warning Level in Aircraft Accidents: Classification Techniques.
Seller Inventory # BBS-9781922617651
- Title
- Prediction of Warning Level in Aircraft Accidents: Classification Techniques (Paperback or Softback)
- Author
- Christopher, Arockia
- Publisher
- Central West Publishing Pty Ltd 9/15/2025
- Publication year
- 2025
- Condition
- New
- Book Type
- Book
- Binding
- Paperback or Softback
- Language
- English
- ISBN 10
- 1922617652
- ISBN 13
- 9781922617651
- Item weight
- 0.3 pounds
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.
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BargainBookStores
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