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Statistical classification / Regression analysis / Linear algebra / Support vector machines / Regularization / Least squares support vector machine / Tikhonov regularization / Pattern recognition / Recursive least squares filter / Statistics / Machine learning / Algebra


Fast n-Fold Cross-Validation for Regularized Least-Squares Tapio Pahikkala? Jorma Boberg? Tapio Salakoski? ?
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Document Date: 2006-10-19 04:44:00


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City

Moscow / Introduction Kernel / Springer Verlag / Maastricht / Barcelona / Turku / Philadelphia / Berlin / Heidelberg / Espoo / Abstract Kernel / London / /

Company

Cambridge University Press / MIT Press / Intelligent Information & Engineering Systems / Tekes / AAAI Press / Applied Intelligent Systems / Otamedia OY / /

Country

Germany / Netherlands / United States / Finland / Spain / /

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Facility

Carnegie Mellon University / University of Turku Lemmink¨aisenkatu / /

IndustryTerm

grid search / kernel-based learning algorithm / literature mining / regularized solution / natural language processing / model selection tool / learning algorithm / learning algorithms / /

Organization

Cambridge University / MIT / Society for Industrial and Applied Mathematics / Finnish Funding Agency for Technology and Innovation / University of Turku Lemmink¨aisenkatu / International Congress / American Mathematical Society / Department of Computer Science / Department of Information Technology / Carnegie Mellon University / Pittsburgh / Turku Centre for Computer Science / European Federation for Medical Informatics / Association for Computational Linguistics / /

Person

Ryan Rifkin / John Shawe-Taylor / Jorma Boberg / Ralf Herbrich / Carl D. Meyer / Tapio Pahikkala / Maurice G. Kendall / Nello Cristianini / Sampo Pyysalo / Manuel Pe˜na / Grace Wahba / Filip Ginter / Tomaso Poggio / Steve Smale / Phil Edmonds / Nicola Ancona / Arno Siebes / Sabino Liuni / Bernhard Sch¨olkopf / Evgeni Tsivtsivadze / Alexander J. Smola / A. J. Feelders / Graziano Pesole / Helena Karsten / Alex J. Smola / Richard Dapoigny / Hanna Suominen / Zdravko Markov / Marketta Hiissa / Jari Bj¨orne / Rosalia Maglietta / Davy Temperley / Aleksandr Myll¨ari / Tapio Salakoski / Daniel D. Sleator / Marius Popescu / /

Position

author / same author / /

ProvinceOrState

Illinois / New York / Pennsylvania / Massachusetts / /

PublishedMedium

Computational Linguistics / Machine Learning / Notices of the American Mathematical Society / Journal of Machine Learning Research / Lecture Notes in Computer Science / /

Technology

Bioinformatics / RLS algorithm / Information Technology / Abstract Kernel-based learning algorithms / machine learning / 1 Introduction Kernel-based learning algorithms / learning algorithm / kernel-based learning algorithm / natural language processing / DNA Chip / learning algorithms / /

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