JCLAL: A Java Framework for Active Learning

نویسندگان

  • Oscar Gabriel Reyes Pupo
  • Eduardo Pérez
  • María del Carmen Rodríguez-Hernández
  • Habib Fardoun
  • Sebastián Ventura
چکیده

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.

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عنوان ژورنال:
  • Journal of Machine Learning Research

دوره 17  شماره 

صفحات  -

تاریخ انتشار 2016