Publication Type

Journal Article

Version

Publisher’s Version

Publication Date

2-2014

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.

Keywords

online learning, massive-scale classification, big data analytics

Discipline

Computer Sciences | Databases and Information Systems

Research Areas

Data Management and Analytics

Publication

Journal of Machine Learning Research

Volume

15

Issue

1

First Page

495

Last Page

499

ISSN

1532-4435

Publisher

Microtome

Copyright Owner and License

Authors

Creative Commons License

Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.

Additional URL

http://www.jmlr.org/papers/volume15/hoi14a/hoi14a.pdf

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