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AUSAI
2008
Springer
15 years 8 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
EACL
2006
ACL Anthology
15 years 8 months ago
Making Tree Kernels Practical for Natural Language Learning
In recent years tree kernels have been proposed for the automatic learning of natural language applications. Unfortunately, they show (a) an inherent super linear complexity and (...
Alessandro Moschitti
ACL
1998
15 years 8 months ago
Methods and Practical Issues in Evaluating Alignment Techniques
This paper describes the work achieved in the rst half of a 4-year cooperative research project ARCADE, nanced by AUPELF-UREF. The project is devoted to the evaluation of parallel...
Philippe Langlais, Michel Simard, Jean Véro...
JCB
2008
75views more  JCB 2008»
15 years 6 months ago
New, Improved, and Practical k-Stem Sequence Similarity Measures for Probe Design
We define new measures of sequence similarity for oligonucleotide probe design. These new measures incorporate the nearest neighbor k-stem motifs in their definition, but can be e...
Anthony J. Macula, Alexander Schliep, Morgan A. Bi...
CORR
2004
Springer
107views Education» more  CORR 2004»
15 years 6 months ago
Encapsulation for Practical Simplification Procedures
ACL2 was used to prove properties of two simplification procedures. The procedures differ in complexity but solve the same programming problem that arises in the context of a reso...
Olga Shumsky Matlin, William McCune