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Comparison of feature selection and classification for MALDI-MS data

โœ Scribed by Qingzhong Liu; Andrew H Sung; Mengyu Qiao; Zhongxue Chen; Jack Y Yang; Mary Qu Yang; Xudong Huang; Youping Deng

Book ID
115003192
Publisher
BioMed Central
Year
2009
Tongue
English
Weight
322 KB
Volume
10
Category
Article
ISSN
1471-2164

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Logic classification and feature selecti
Logic classification and feature selection for biomedical data
โœ P. Bertolazzi; G. Felici; P. Festa; G. Lancia ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 314 KB

In this paper we investigate logic classification and related feature selection algorithms for large biomedical data sets. When the data is in binary/logic form, the feature selection problem can be formulated as a Set Covering problem of very large dimensions, whose solution is computationally chal