Difference between revisions of "R. Ghani. ICML 2002"
From Cohen Courses
Jump to navigationJump to searchPastStudents (talk | contribs) |
PastStudents (talk | contribs) |
||
| Line 10: | Line 10: | ||
This paper presents a new semi-supervised learning algorithm. | This paper presents a new semi-supervised learning algorithm. | ||
| − | First it decomposes multi-class classification problem into n binary ones using [[UsesMethod::ECOC]] | + | First it decomposes multi-class classification problem into n binary ones using [[UsesMethod::Error correcting output coding|ECOC]] |
and Co-training is used for learning each individual binary classifier | and Co-training is used for learning each individual binary classifier | ||
Revision as of 16:02, 30 November 2010
Citation
R. Ghani. Combining Labeled and Unlabeled Data for MultiClass Text Categorization. In Proceedings of ICML, 2002.
Online version
Summary
This paper presents a new semi-supervised learning algorithm.
First it decomposes multi-class classification problem into n binary ones using ECOC and Co-training is used for learning each individual binary classifier
