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» Streamwise Feature Selection

145

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AAAI
2011

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A Feasible Nonconvex Relaxation Approach to Feature Selection

14 years 2 months ago

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Variable selection problems are typically addressed under a penalized optimization framework. Nonconvex penalties such as the minimax concave plus (MCP) and smoothly clipped absol...

Cuixia Gao, Naiyan Wang, Qi Yu, Zhihua Zhang

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121

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IPMU
2010
Springer

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Attribute Value Selection Considering the Minimum Description Length Approach and Feature Granularity

15 years 21 days ago

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Abstract. In this paper we introduce a new approach to automatic attribute and granularity selection for building optimum regression trees. The method is based on the minimum descr...

Kemal Ince, Frank Klawonn

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BIOINFORMATICS
1998

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Feature selection for genetic sequence classification

15 years 1 months ago