Open AccessSelection of Significant Features of Objects in the Classification Data Processing
Author(s) -
Fazilov Shavkat,
N. Mamatov,
Samijonov Abdurashid
Publication year - 2019
Publication title -
international journal of recent technology and engineering
Language(s) - English
Resource type - Journals
ISSN - 2277-3878
DOI - 10.35940/ijrte.b1494.0982s1119
Subject(s) - selection (genetic algorithm) , basis (linear algebra) , dimension (graph theory) , space (punctuation) , pattern recognition (psychology) , artificial intelligence , computer science , dimensionality reduction , reduction (mathematics) , mathematics , pure mathematics , geometry , operating system
The formation of a characteristic space in classification problems can be divided into two stages: the choice of the initial description of objects and the formation of an informative description of objects on the basis of a reduction in the dimension of the space of the original description