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https://hdl.handle.net/10356/105801| Title: | LIBOL : a library for online learning algorithms | Authors: | Wang, Jialei Zhao, Peilin Hoi, Steven C. H. |
Keywords: | DRNTU::Engineering::Computer science and engineering | Issue Date: | 2014 | Source: | Hoi, Steven C. H., Wang, J., & Zhao, P. (2014). LIBOL : a library for online learning algorithms. Journal of machine learning research, 15, 495-499. | Series/Report no.: | Journal of machine learning research | Abstract: | LIBOL is an open-source library for large-scale online learning, which consists of a large family of efficient and scalable state-of-the-art online learning algorithms for large- scale online classification tasks. We have offered easy-to-use command-line tools and examples for users and developers, and also have made comprehensive documents available for both beginners and advanced users. LIBOL is not only a machine learning toolbox, but also a comprehensive experimental platform for conducting online learning research. | URI: | https://hdl.handle.net/10356/105801 http://hdl.handle.net/10220/20901 |
URL: | http://jmlr.org/papers/volume15/hoi14a/hoi14a.pdf | Schools: | School of Computer Engineering | Rights: | © The Authors(Journal of Machine Learning Research). This paper was published in Journal of Machine Learning Research and is made available as an electronic reprint (preprint) with permission of The Authors(Journal of Machine Learning Research). The paper can be found at the following official URL: [http://jmlr.org/papers/volume15/hoi14a/hoi14a.pdf]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. | Fulltext Permission: | open | Fulltext Availability: | With Fulltext |
| Appears in Collections: | SCSE Journal Articles |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| LIBOL A Library for Online Learning Algorithms.pdf | 257.74 kB | Adobe PDF |  View/Open |
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