Impact of feature selection on system identification by means of NARX-SVM

Support Vector Machines (SVM) are widely used in many fields of science, including system identification. The selection of feature vector plays a crucial role in SVM-based model building process. In this paper, we investigate the influence of the selection of feature vector on model’s quality. We ha...

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Bibliographic Details
Main Authors: Awtoniuk Michał, Daniun Marcin, Sałat Kinga, Sałat Robert
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201925203012