5 search results - page 1 / 1 » Feature selection with conditional mutual information maximi... |
101
Voted
CIKM
2004
Springer
15 years 10 months ago
2004
Springer
275
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AUSDM
2008
Springer
15 years 7 months ago
2008
Springer
Supervised text categorization is a machine learning task where a predefined category label is automatically assigned to a previously unlabelled document based upon characteristic...
174
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SDM
2012
SIAM
13 years 7 months ago
2012
SIAM
: Feature Selection “Tomography” - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable George Forman HP Laboratories HPL-2010-19R1 Feature selection; ...
158
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JMLR
2010
14 years 11 months ago
2010
A number of feature selection mechanisms have been explored in text categorization, among which mutual information, information gain and chi-square are considered most effective. ...
157
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ICML
1997
IEEE
15 years 9 months ago
1997
IEEE
This paper is a comparative study of feature selection methods in statistical learning of text categorization. The focus is on aggressive dimensionality reduction. Five methods we...