Detalle de: Nimbus: a Ruby gem to implement Random Forest algorithms in a genomic selection context
| Title | Nimbus: a Ruby gem to implement Random Forest algorithms in a genomic selection context |
| Abstract |
Nimbus is a Ruby gem implementing Random Forest in a genomic selection context, meaning every input file is expected to contain genotype and/or phenotype data from a sample of individuals. Other than the ids of the individuals, Nimbus handle the data as genotype values for single-nucleotide polymorphisms (SNPs), so the variables in the classifier must have values of 0, 1 or 2, corresponding with SNPs classes of AA, AB and BB. |
| Apa Reference | Bazán, J. & Gonzalez-Recio, O. (2017). Nimbus: a Ruby gem to implement Random Forest algorithms in a genomic selection context. The Journal of Open Source Software, 2(16), 351. 10.21105/joss.00351 |
| Doi | 10.21105/joss.00351 |
| Publication Date | 18 Aug 2017 |
| Publication Type | Article |
| Researcher | Oscar Gonzalez-Recio |
| Ontology | Machine Learning in Biology, Genomics, Population genomics, Quantitative genetics |
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