JCLAL: A Java Framework for Active Learning
Abstract
Active Learning has become an important area of research owing to the increasing number of real-world problems which contain labelled and unlabelled examples at the same time. JCLAL is a Java Class Library for Active Learning which has an architecture that follows strong principles of object-oriented design. It is easy to use, and it allows the developers to adapt, modify and extend the framework according to their needs. The library offers a variety of active learning methods that have been proposed in the literature. The software is available under the GPL license.
Cite
Text
Reyes et al. "JCLAL: A Java Framework for Active Learning." Machine Learning Open Source Software, 2016.Markdown
[Reyes et al. "JCLAL: A Java Framework for Active Learning." Machine Learning Open Source Software, 2016.](https://mlanthology.org/mloss/2016/reyes2016jmlr-jclal/)BibTeX
@article{reyes2016jmlr-jclal,
title = {{JCLAL: A Java Framework for Active Learning}},
author = {Reyes, Oscar and Pérez, Eduardo and del Carmen Rodríguez-Hernández, María and Fardoun, Habib M. and Ventura, Sebastián},
journal = {Machine Learning Open Source Software},
year = {2016},
pages = {1-5},
volume = {17},
url = {https://mlanthology.org/mloss/2016/reyes2016jmlr-jclal/}
}