Fangorn Forest (F2): a machine learning approach to classify genes and genera in the family Geminiviridae

Abstract Background Geminiviruses infect a broad range of cultivated and non-cultivated plants, causing significant economic losses worldwide. The studies of the diversity of species, taxonomy, mechanisms of evolution, geographic distribution, and mechanisms of interaction of these pathogens with th...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: José Cleydson F. Silva, Thales F. M. Carvalho, Elizabeth P. B. Fontes, Fabio R. Cerqueira
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BMC 2017-09-01
Cyfres:BMC Bioinformatics
Pynciau:
Geminivirus; machine learning
Gene classification
Genus classification
Random Forest
Multilayer perceptron
Support vector machines
Mynediad Ar-lein:http://link.springer.com/article/10.1186/s12859-017-1839-x
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