Sciweavers

4208 search results - page 113 / 842
» Better Selection of the Best
Sort
View
ICANN
2007
Springer
16 years 15 days ago
Selection of Basis Functions Guided by the L2 Soft Margin
Support Vector Machines (SVMs) for classification tasks produce sparse models by maximizing the margin. Two limitations of this technique are considered in this work: firstly, th...
Ignacio Barrio, Enrique Romero, Lluís Belan...
ECML
2005
Springer
15 years 12 months ago
Model Selection in Omnivariate Decision Trees
We propose an omnivariate decision tree architecture which contains univariate, multivariate linear or nonlinear nodes, matching the complexity of the node to the complexity of the...
Olcay Taner Yildiz, Ethem Alpaydin
SGAI
2004
Springer
15 years 11 months ago
Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets
In Wrapper based feature selection, the more states that are visited during the search phase of the algorithm the greater the likelihood of finding a feature subset that has a high...
John Loughrey, Padraig Cunningham
WMCSA
2003
IEEE
15 years 11 months ago
Selecting Devices for Aggregation
As intelligent devices become affordable and wireless infrastructure becomes pervasive, the potential to combine, or aggregate, device functionality to provide a user with a bette...
Rajnish Kumar, Vahe Poladian, Ira Greenberg, Alan ...
CLEF
2000
Springer
15 years 10 months ago
Evaluating Interactive Cross-Language Information Retrieval: Document Selection
Abstract. The problem of nding documents that are written in a language that the searcher cannot read is perhaps the most challenging application of Cross-Language Information Retr...
Douglas W. Oard