166 search results - page 11 / 34 » Optimizing abstaining classifiers using ROC analysis |
143
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GECCO
2004
Springer
15 years 7 months ago
2004
Springer
The ability to predict the quality of a software object can be viewed as a classification problem, where software metrics are the features and expert quality rankings the class lab...
107
Voted
PR
2010
15 years 25 days ago
2010
This paper presents a classification approach, where a sample is represented by a set of feature vectors called an attributed point pattern. Some attributes of a point are transf...
124
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DRR
2010
15 years 4 months ago
2010
Scaling up document-image classifiers to handle an unlimited variety of document and image types poses serious challenges to conventional trainable classifier technologies. Highly...
149
Voted
MLDM
2007
Springer
15 years 8 months ago
2007
Springer
Recursive Feature Elimination (RFE) combined with feature ranking is an effective technique for eliminating irrelevant features when the feature dimension is large, but it is diffi...
102
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ICDAR
2003
IEEE
15 years 7 months ago
2003
IEEE
In this paper, a new method of composing a multiclass classifier using pairwise classifiers is proposed. A “Resemblance Model” is exploited to calculate a posteriori probabili...