Modification of the Principal Component Analysis Method Based on Feature Rotation by Class Centroids

Feature engineering is a branch of science that provides tools to support, for example, the preparation of feature spaces for a pattern recognition task. The present work focuses on the problem of feature extraction. The proposed model is based on the mechanisms of PCA principal component analysis....

Full description

Bibliographic Details
Main Authors: Mariusz Topolski, Marcin Beza
Format: Article
Language:English
Published: Graz University of Technology 2022-03-01
Series:Journal of Universal Computer Science
Subjects:
Online Access:https://lib.jucs.org/article/80743/download/pdf/