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題名 A note on Platt``s probabilistic outputs for support vector machines
作者 Lin,Hsuan-Tien;Lin,Chih-Jen;Weng,Ruby C.
貢獻者 統計系
日期 2007-10
上傳時間 19-Dec-2008 14:49:25 (UTC+8)
摘要 Platt’s probabilistic outputs for Support Vector Machines (Platt, 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.
關聯 Machine Learning,68(3),267-276
資料類型 article
dc.contributor 統計系-
dc.creator (作者) Lin,Hsuan-Tien;Lin,Chih-Jen;Weng,Ruby C.en_US
dc.date (日期) 2007-10en_US
dc.date.accessioned 19-Dec-2008 14:49:25 (UTC+8)-
dc.date.available 19-Dec-2008 14:49:25 (UTC+8)-
dc.date.issued (上傳時間) 19-Dec-2008 14:49:25 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/18128-
dc.description.abstract (摘要) Platt’s probabilistic outputs for Support Vector Machines (Platt, 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.-
dc.format application/en_US
dc.language zh-TWen_US
dc.language en-USen_US
dc.language.iso en_US-
dc.relation (關聯) Machine Learning,68(3),267-276en_US
dc.title (題名) A note on Platt``s probabilistic outputs for support vector machinesen_US
dc.type (資料類型) articleen