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JMLR
2002
137views more  JMLR 2002»
14 years 9 months ago
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces
A central problem in learning is selection of an appropriate model. This is typically done by estimating the unknown generalization errors of a set of models to be selected from a...
Masashi Sugiyama, Klaus-Robert Müller
BMCBI
2010
84views more  BMCBI 2010»
14 years 10 months ago
Testing the additional predictive value of high-dimensional molecular data
Background: While high-dimensional molecular data such as microarray gene expression data have been used for disease outcome prediction or diagnosis purposes for about ten years i...
Anne-Laure Boulesteix, Torsten Hothorn
CLEF
2008
Springer
14 years 11 months ago
Logistic Regression for Metadata: Cheshire Takes on Adhoc-TEL
In this paper we will briefly describe the approaches taken by the Berkeley Cheshire Group for the Adhoc-TEL 2008 tasks (Mono and Bilingual retrieval). Since the AdhocTEL task is ...
Ray R. Larson
MEDINFO
2007
115views Healthcare» more  MEDINFO 2007»
14 years 11 months ago
Statistical Selector of the Best Multiple ICD-coding Method
The International Classification of Diseases 10th version (ICD-10) is one of the most standard and important disease classifications. Since computerized ICD-10 coding systems have...
Eiji Aramaki, Takeshi Imai, Masayuki Kajino, Kengo...
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ICIP
2008
IEEE
15 years 4 months ago
An evaluation of several mesh-generation methods using a simple mesh-based image coder
A simple image coder based on triangle meshes is proposed, and several mesh-generation methods are presented, some previously proposed and some new. Then, our coder is used to eva...
Michael D. Adams