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» Remainder Subset Awareness for Feature Subset Selection
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SOCO
2008
Springer
14 years 9 months ago
A genetic algorithm-based method for feature subset selection
Feng Tan, Xuezheng Fu, Yanqing Zhang, Anu G. Bourg...
EXPERT
1998
92views more  EXPERT 1998»
14 years 9 months ago
Feature Subset Selection Using a Genetic Algorithm
Jihoon Yang, Vasant Honavar
80
Voted
SCIA
2007
Springer
122views Image Analysis» more  SCIA 2007»
15 years 3 months ago
Individual Discriminative Face Recognition Models Based on Subsets of Features
Abstract. The accuracy of data classification methods depends considerably on the data representation and on the selected features. In this work, the elastic net model selection i...
Line Harder Clemmensen, David Delgado Gomez, Bjarn...
CIARP
2006
Springer
15 years 1 months ago
Oscillating Feature Subset Search Algorithm for Text Categorization
Abstract. A major characteristic of text document categorization problems is the extremely high dimensionality of text data. In this paper we explore the usability of the Oscillati...
Jana Novovicová, Petr Somol, Pavel Pudil
PRIS
2004
14 years 11 months ago
A Pitfall in Determining the Optimal Feature Subset Size
Abstract. Feature selection researchers often encounter a peaking phenomenon: a feature subset can be found that is smaller but still enables building a more accurate classifier th...
Juha Reunanen