1006 search results - page 69 / 202 » A Case Study for Learning from Imbalanced Data Sets |
174
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EUROCOLT
1997
Springer
15 years 9 months ago
1997
Springer
In any learnability setting, hypotheses are conjectured from some hypothesis space. Studied herein are the influence on learnability of the presence or absence of certain control ...
134
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BMCBI
2010
15 years 6 months ago
2010
Background: Recombinant protein production is a useful biotechnology to produce a large quantity of highly soluble proteins. Currently, the most widely used production system is t...
176
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ESANN
2006
15 years 7 months ago
2006
In this article, we extend a local prototype-based learning model by active learning, which gives the learner the capability to select training samples during the model adaptation...
162
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ICDM
2009
IEEE
15 years 3 months ago
2009
IEEE
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
190
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TSE
2008
15 years 6 months ago
2008
Software end users are the best testers, who keep revealing bugs in software that has undergone rigorous in-house testing. In order to leverage their testing efforts, failure repor...