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政大機構典藏 > 商學院 > 統計學系 > 期刊論文 > Item 140.119/76537

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

Title:	A note on Platt`s probabilistic outputs for support vector machines
Authors:	Lin, H.-T.;Lin, C.-J.;Weng, Ruby Chiu-Hsing 翁久幸
Contributors:	統計系
Keywords:	Algorithms;Classification (of information);Codes (symbols);Convergence of numerical methods;Support vector machines;Large margin classifiers;Posterior probability;Probabilistic logics
Date:	2007-10
Issue Date:	2015-07-13 16:55:08 (UTC+8)
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.
Relation:	Machine Learning, 68(3), 267-276
Data Type:	article
DOI 連結:	http://dx.doi.org/10.1007/s10994-007-5018-6
DOI:	10.1007/s10994-007-5018-6
Appears in Collections:	[統計學系] 期刊論文

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