2712 search results - page 218 / 543 » On learning algorithm selection for classification |
157
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ESANN
2006
15 years 8 months ago
2006
The linear gating classifier (stem network) of the large scale model CombNET-II has been always the limiting factor which restricts the number of the expert classifiers (branch net...
171
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WWW
2009
ACM
16 years 7 months ago
2009
ACM
Traditional Naive Bayes Classifier performs miserably on web-scale taxonomies. In this paper, we investigate the reasons behind such bad performance. We discover that the low perf...
180
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SADFE
2009
IEEE
16 years 1 months ago
2009
IEEE
Increasingly advances in file carving, memory analysis and network forensics requires the ability to identify the underlying type of a file given only a file fragment. Work to dat...
166
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ISMIR
2005
Springer
16 years 2 days ago
2005
Springer
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
196
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HIS
2008
15 years 8 months ago
2008
The class imbalance problem (when one of the classes has much less samples than the others) is of great importance in machine learning, because it corresponds to many critical app...