#3 Building Text Classifiers Using Positive and Unlabeled Examples - yasuhisa's blogBing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee and and Philip Yu. Proceedings of the Third IEEE International Conference on Data Mining (ICDM-03), Melbourne, Florida, November 19-22, 2003. ã“ã®è«–文もæ£ä¾‹ã¨ãƒ©ãƒ™ãƒ«ãªã—データã‹ã‚‰ã®å¦ç¿’ã«é–¢ã™ã‚‹è«–文。ã“れ関係ã®æ‰‹æ³•ã¯å¤§ä½“2ã¤ã®ã‚¹ãƒ†ãƒƒãƒ—ã‚’è¸ã‚€ã‚‚ã®ãŒå¤šãã€ãã‚Œãžã‚Œã®ã‚¹ãƒ†ãƒƒãƒ—ã¯ç‹¬ç«‹ã—ã¦ã„ã‚‹ã“ã¨ãŒå¤šã„ã®ã§ã€ãã®ã‚¹ãƒ†ãƒƒãƒ—ã®çµ„ã¿åˆã‚ã›ã‚’試ã—ã¦ã¿ãŸã€ã¨ã„ã†ã®ãŒå†…容ã®ä¸€ã¤ã€‚内容ã®äºŒã¤ç›®ã¯(ãã†ã„ã†ã‚¹ãƒ†ãƒƒãƒ—ã‚’é©å¿œã«çµ„ã¿åˆã›ã‚‹ã®ã§ã¯ãªã)原則ã«åŸºã¥ã„ãŸã‚¢ãƒ—ãƒãƒ¼ãƒã§ã‚ã‚‹ãƒã‚¤ã‚¢ã‚¹ä»˜ãSVM(表ç¾åˆã£ã¦ã‚‹ã‹åˆ†ã‹ã‚‰ã‚“)ã®æ‰‹æ³•ã‚’æ案ã—ãŸã€ã¨ã„ã†ã‚‚ã®ã€‚実験ã«ã‚ˆã‚‹ã¨æ—¢å˜ã®ã©ã®æ‰‹æ³•ã‚ˆã‚Šã‚ˆã„精度ãŒå‡ºãŸã¨ã‚
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