2208 search results - page 72 / 442 » Privacy-Preserving Classifier Learning |
130
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ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
We investigate how stack filter function classes like weighted order statistics can be applied to classification problems. This leads to a new design criteria for linear classifie...
148
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ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
This work is concerned with the estimation of a classifier's accuracy. We first review some existing methods for error estimation, focusing on cross-validation and bootstrap,...
142
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AMFG
2005
IEEE
15 years 8 months ago
2005
IEEE
The development of web and digital camera nowadays has made it easier to collect more than hundreds of thousands of examples. How to train a face detector based on the collected en...
111
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ECML
2007
Springer
15 years 6 months ago
2007
Springer
Class binarizations are effective methods for improving weak learners by decomposing multi-class problems into several two-class problems. This paper analyzes how these methods can...
131
Voted
KDD
1995
ACM
15 years 6 months ago
1995
ACM
The Bayesianclassifier is a simple approachto classification that producesresults that are easy for people to interpret. In many cases, the Bayesianclassifieris at leastasaccurate...