Result: Applications of regularized least squares to pattern classification
Title:
Applications of regularized least squares to pattern classification
Authors:
Source:
Algorithmic learning theoryTheoretical computer science. 382(3):221-231
Publisher Information:
Amsterdam: Elsevier, 2007.
Publication Year:
2007
Physical Description:
print, 31 ref
Original Material:
INIST-CNRS
Subject Terms:
Computer science, Informatique, Sciences exactes et technologie, Exact sciences and technology, Sciences appliquees, Applied sciences, Informatique; automatique theorique; systemes, Computer science; control theory; systems, Informatique théorique, Theoretical computing, Algorithmique. Calculabilité. Arithmétique ordinateur, Algorithmics. Computability. Computer arithmetics, Divers, Miscellaneous, Intelligence artificielle, Artificial intelligence, Apprentissage et systèmes adaptatifs, Learning and adaptive systems, Algorithme apprentissage, Learning algorithm, Algoritmo aprendizaje, Application, Aplicación, Apprentissage, Learning, Aprendizaje, Classificateur, Classifier, Clasificador, Classification forme, Pattern classification, Echantillonnage, Sampling, Muestreo, Enquête, Survey, Encuesta, Informatique théorique, Computer theory, Informática teórica, Méthode moindre carré, Least squares method, Método cuadrado menor, Perceptron, Problème moindre carré, Least squares problem, Problema minimos cuadrados, Régression, Regression, Regresión, 68T05, 68Wxx, On-line learning, Ridge regression, Selective sampling
Document Type:
Conference
Conference Paper
File Description:
text
Language:
English
Author Affiliations:
DSI, Università degli Studi di Milano, via Comelico 39, 20135 Milano, Italy
ISSN:
0304-3975
Rights:
Copyright 2008 INIST-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
CC BY 4.0
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Notes:
Computer science; theoretical automation; systems
Accession Number:
edscal.19034087
Database:
PASCAL Archive
Further Information
We survey a number of recent results concerning the behaviour of algorithms for learning classifiers based on the solution of a regularized least-squares problem.