Cargando…
Variable selection from a feature representing protein sequences: a case of classification on bacterial type IV secreted effectors
BACKGROUND: Classification of certain proteins with specific functions is momentous for biological research. Encoding approaches of protein sequences for feature extraction play an important role in protein classification. Many computational methods (namely classifiers) are used for classification o...
Autores principales: | Zhang, Jian, Lv, Lixin, Lu, Donglei, Kong, Denan, Al-Alashaari, Mohammed Abdoh Ali, Zhao, Xudong |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7590791/ https://www.ncbi.nlm.nih.gov/pubmed/33109082 http://dx.doi.org/10.1186/s12859-020-03826-6 |
Ejemplares similares
-
Prediction of bacterial type IV secreted effectors by C-terminal features
por: Wang, Yejun, et al.
Publicado: (2014) -
Joint Variable Selection and Classification with Immunohistochemical Data
por: Ghosh, Debashis, et al.
Publicado: (2009) -
SecretEPDB: a comprehensive web-based resource for secreted effector proteins of the bacterial types III, IV and VI secretion systems
por: An, Yi, et al.
Publicado: (2017) -
A Jackknife and Voting Classifier Approach to Feature Selection and Classification
por: Taylor, Sandra L., et al.
Publicado: (2011) -
LAF: Logic Alignment Free and its application to bacterial genomes classification
por: Weitschek, Emanuel, et al.
Publicado: (2015)