eccCL: parallelized GPU implementation of Ensemble Classifier Chains

eccCL: parallelized GPU implementation of Ensemble Classifier Chains

Abstract Background Multi-label classification has recently gained great attention in diverse fields of research, e.g., in biomedical application such as protein function prediction or drug resistance testing in HIV. In this context, the concept of Classifier Chains has been shown to improve predict...

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Bibliographic Details
Main Authors: Mona Riemenschneider, Alexander Herbst, Ari Rasch, Sergei Gorlatch, Dominik Heider
Format: Article
Language:English
Published: BMC 2017-08-01
Series:BMC Bioinformatics
Subjects:
Classifier chains
Multi label classification
High performance computing
Online Access:http://link.springer.com/article/10.1186/s12859-017-1783-9

Internet

http://link.springer.com/article/10.1186/s12859-017-1783-9

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