A note on Platt`s probabilistic outputs for support vector machines

Please use this identifier to cite or link to this item: https://ah.lib.nccu.edu.tw/handle/140.119/76537

DC Field	Value	Language
dc.contributor	統計系
dc.creator	Lin, H.-T.;Lin, C.-J.;Weng, Ruby Chiu-Hsing
dc.creator	翁久幸	zh_TW
dc.date	2007-10
dc.date.accessioned	2015-07-13T08:55:08Z	-
dc.date.available	2015-07-13T08:55:08Z	-
dc.date.issued	2015-07-13T08:55:08Z	-
dc.identifier.uri	http://nccur.lib.nccu.edu.tw/handle/140.119/76537	-
dc.description.abstract	Platt`s probabilistic outputs for Support Vector Machines (Platt, J. in Smola, A., et al. (eds.) Advances in large margin classifiers. Cambridge, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an improved algorithm that theoretically converges and avoids numerical difficulties. A simple and ready-to-use pseudo code is included. © 2007 Springer Science+Business Media, LLC.
dc.format.extent	408921 bytes	-
dc.format.mimetype	application/pdf	-
dc.relation	Machine Learning, 68(3), 267-276
dc.subject	Algorithms; Classification (of information); Codes (symbols); Convergence of numerical methods; Support vector machines; Large margin classifiers; Posterior probability; Probabilistic logics
dc.title	A note on Platt`s probabilistic outputs for support vector machines
dc.type	article	en
dc.identifier.doi	10.1007/s10994-007-5018-6
dc.doi.uri	http://dx.doi.org/10.1007/s10994-007-5018-6
item.fulltext	With Fulltext	-
item.grantfulltext	open	-
item.cerifentitytype	Publications	-
item.openairetype	article	-
item.openairecristype	http://purl.org/coar/resource_type/c_18cf	-
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