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» Support Vector Committee Machines
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ESWA
2010
132views more  ESWA 2010»
13 years 2 months ago
Prediction of small non-coding RNA in bacterial genomes using support vector machines
Tzu-Hao Chang, Li-Ching Wu, Jun-Hong Lin, Hsien-Da...
JMLR
2010
100views more  JMLR 2010»
13 years 2 months ago
Ellipsoidal Support Vector Machines
Michinari Momma, Kohei Hatano, Hiroki Nakayama
ACL
2011
12 years 11 months ago
Joint Training of Dependency Parsing Filters through Latent Support Vector Machines
Graph-based dependency parsing can be sped up significantly if implausible arcs are eliminated from the search-space before parsing begins. State-of-the-art methods for arc filt...
Colin Cherry, Shane Bergsma
JMLR
2008
104views more  JMLR 2008»
13 years 8 months ago
Nearly Uniform Validation Improves Compression-Based Error Bounds
This paper develops bounds on out-of-sample error rates for support vector machines (SVMs). The bounds are based on the numbers of support vectors in the SVMs rather than on VC di...
Eric Bax