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JMLR
2002
137views more  JMLR 2002»
15 years 1 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»
15 years 2 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
99
Voted
CLEF
2008
Springer
15 years 4 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»
15 years 3 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...
ICIP
2008
IEEE
15 years 8 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