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» Validation Method for Intelligent Systems
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AUSAI
2008
Springer
15 years 5 months ago
Practical Bias Variance Decomposition
Abstract. Bias variance decomposition for classifiers is a useful tool in understanding classifier behavior. Unfortunately, the literature does not provide consistent guidelines on...
Remco R. Bouckaert
127
Voted
IAT
2009
IEEE
15 years 10 months ago
Automated Web Site Evaluation - An Approach Based on Ranking SVM
This paper proposes an automated web site evaluation approach using machine learning to cope with ranking problems. Evaluating web sites is a significant task for web service beca...
Peng Li, Seiji Yamada
ICAISC
2010
Springer
15 years 8 months ago
An Evolutionary Algorithm for Global Induction of Regression Trees
In the paper a new evolutionary algorithm for induction of univariate regression trees is proposed. In contrast to typical top-down approaches it globally searches for the best tre...
Marek Kretowski, Marcin Czajkowski
ECAI
2000
Springer
15 years 7 months ago
Enriching very large ontologies using the WWW
This paper explores the possibility to exploit text on the world wide web in order to enrich the concepts in existing ontologies. First, a method to retrieve documents from the WWW...
Eneko Agirre, Olatz Ansa, Eduard H. Hovy, David Ma...
AAAI
2007
15 years 5 months ago
Single Document Summarization with Document Expansion
Existing methods for single document summarization usually make use of only the information contained in the specified document. This paper proposes the technique of document expa...
Xiaojun Wan, Jianwu Yang