1382 search results - page 62 / 277 » An Experimental Study on Feature Subset Selection Methods |
118
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BIOINFORMATICS
2005
15 years 3 months ago
2005
In genomic studies, thousands of features are collected on relatively few samples. One of the goals of these studies is to build classifiers to predict the outcome of future obser...
145
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BMCBI
2006
15 years 4 months ago
2006
Background: Numerous feature selection methods have been applied to the identification of differentially expressed genes in microarray data. These include simple fold change, clas...
161
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BMCBI
2011
14 years 7 months ago
2011
Background: Diabetes like many diseases and biological processes is not mono-causal. On the one hand multifactorial studies with complex experimental design are required for its c...
140
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ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
The importance of bringing causality into play when designing feature selection methods is more and more acknowledged in the machine learning community. This paper proposes a filt...
149
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KDD
2012
ACM
13 years 6 months ago
2012
ACM
Building an accurate emerging pattern classifier with a highdimensional dataset is a challenging issue. The problem becomes even more difficult if the whole feature space is unava...