2017-05-24 21:01:12

CoAL and Co-Training Java Implementation

CoAL is a new algorithm which merges Co-Training, a well known multi-view semi-supervised machine learning algorithm, with Co-Testing, a multi-view active learning algorithm. CoAL, as well as Co-Training, were implemented in Java using the Weka API. In addition to these algorithms, the implementation offers an abstract class that eases the task of implementing new Co-Training style algorithms.

The algorithms can be downloaded at

URL: sites.labic.icmc.usp.br/cotraining/coal-cotraining.zip

A full description of this tool can be found at

URL: www.icmc.usp.br/~biblio/BIBLIOTECA/rel_tec/RT_352.pdf