3467 search results - page 73 / 694 » Streamwise Feature Selection |
103
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ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
112
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DAGSTUHL
2009
15 years 1 months ago
2009
The selection of features that are relevant for a prediction or classification problem is an important problem in many domains involving high-dimensional data. Selecting features h...
105
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ESWA
2007
15 years 21 days ago
2007
With the development of the web, large numbers of documents are available on the Internet. Digital libraries, news sources and inner data of companies surge more and more. Automat...
109
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PKDD
2007
Springer
15 years 6 months ago
2007
Springer
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
83
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PRL
2008
15 years 21 days ago
2008
A novel method for feature selection and construction is introduced. The method improves the classification accuracy, utilizing the well-established technique of grammatical evolu...