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https://ah.lib.nccu.edu.tw/handle/140.119/18128
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: | Oct-2007 | 上傳時間: | 19-Dec-2008 | 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 |
Appears in Collections: | 期刊論文 |
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267-276.pdf | 193.29 kB | Adobe PDF2 | View/Open |
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