Open AccessPrincipal component analysis as tool for data reduction with an application
Author(s) -
Shereen Hamdy Abdel Latif,
Asraa Sadoon Alwan,
Amany M. Mohamed
Publication year - 2022
Publication title -
eureka, physics and engineering./eureka, physics and engineering
Language(s) - English
Resource type - Journals
eISSN - 2461-4262
pISSN - 2461-4254
DOI - 10.21303/2461-4262.2022.002577
Subject(s) - principal component analysis , support vector machine , dimensionality reduction , mean squared error , radial basis function , artificial intelligence , principal component regression , radial basis function kernel , kernel (algebra) , sigmoid function , polynomial kernel , mathematics , kernel principal component analysis , computer science , linear regression , pattern recognition (psychology) , machine learning , kernel method , statistics , artificial neural network , combinatorics