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Aerospace Instrument-Making

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CLASSIFICATION OF OBJECTS OF DIFFERENT NATURE ON THE BASIS OF GENERALIZED METRICS AND THE COMMITTEE APPROACH
A.I. Smirnova, M.V. Khachumov, V.М. Khachumov

The problem of recognition is formulated on the basis of the basic algorithm and methods of committee classifi cation regardless of the subject area. For experimental studies we chose the generalized metric of Euclid-Mahalanobis and two committee algorithm, Bagging and Boosting. The problem of constructing a Committee of most of the neurons for the classifi cation of aircraft according to their geometric characteristics is considered separately. Estimates of classifi cation accuracy are obtained. It is planned to use methods for processing aerospace remote sensing data as part of on-Board computers.
Keywords: recognition, accuracy, basic algorithm, the committee of the majority, the aircraft, the onboard computer.


DOI: 10.25791/aviakosmos.01.2019.398

Contacts: E-mail: khmike@inbox.ru

Pp. 47-56.

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