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» Support vector machine for functional data classification
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COLT
2004
Springer
15 years 3 months ago
Regret Bounds for Hierarchical Classification with Linear-Threshold Functions
We study the problem of classifying data in a given taxonomy when classifications associated with multiple and/or partial paths are allowed. We introduce an incremental algorithm u...
Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
ALT
2000
Springer
15 years 8 months ago
On the Noise Model of Support Vector Machines Regression
Abstract. Support Vector Machines Regression (SVMR) is a learning technique where the goodness of fit is measured not by the usual quadratic loss function (the mean square error),...
Massimiliano Pontil, Sayan Mukherjee, Federico Gir...
TSMC
2008
106views more  TSMC 2008»
14 years 11 months ago
Two Criteria for Model Selection in Multiclass Support Vector Machines
Abstract--Practical applications call for efficient model selection criteria for multiclass support vector machine (SVM) classification. To solve this problem, this paper develops ...
Lei Wang, Ping Xue, Kap Luk Chan
75
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KDD
2000
ACM
137views Data Mining» more  KDD 2000»
15 years 3 months ago
Alpha seeding for support vector machines
Dennis DeCoste, Kiri Wagstaff