1382 search results - page 20 / 277 » An Experimental Study on Feature Subset Selection Methods |
212
Voted
CIARP
2011
Springer
14 years 3 months ago
2011
Springer
Abstract. In many classification problems, and in particular in medical domains, it is common to have an unbalanced class distribution. This pose problems to classifiers as they ...
128
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We study an interesting and challenging problem, online streaming feature selection, in which the size of the feature set is unknown, and not all features are available for learni...
140
Voted
ICIAP
2005
ACM
16 years 3 months ago
2005
ACM
In this paper, we propose a novel method which involves neural adaptive techniques for identifying salient features and for classifying high dimensionality data. In particular a ne...
134
Voted
IDEAL
2005
Springer
15 years 9 months ago
2005
Springer
Due to the large number of genes measured in a typical microarray dataset, feature selection plays an essential role in tumor classification. In turn, relevance and redundancy are ...
133
Voted
ICONIP
2008
15 years 5 months ago
2008
Abstract. Feature selection has improved the performance of text clustering. Global feature selection tries to identify a single subset of features which are relevant to all cluste...