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ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
We present an improved bound on the difference between training and test errors for voting classifiers. This improved averaging bound provides a theoretical justification for popu...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
This paper presents a learning theoretical analysis of correlation clustering (Bansal et al., 2002). In particular, we give bounds on the error with which correlation clustering r...
ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
In this paper, we examine the advantages and disadvantages of filter and wrapper methods for feature selection and propose a new hybrid algorithm that uses boosting and incorporat...