Application of high-dimensional feature selection: evaluation for genomic prediction in man

In this study, we investigated the effect of five feature selection approaches on the performance of a mixed model (G-BLUP) and a Bayesian (Bayes C) prediction method. We predicted height, high density lipoprotein cholesterol (HDL) and body mass index (BMI) within 2,186 Croatian and into 810 UK indi...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Bermingham, M. L., Pong-Wong, R., Spiliopoulou, A., Hayward, C., Rudan, I., Campbell, H., Wright, A. F., Wilson, J. F., Agakov, F., Navarro, P., Haley, C. S.
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group 2015
Teme:
Article
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4437376/
https://ncbi.nlm.nih.gov/pubmed/25988841
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep10312
Oznake: Označite
Brez oznak, prvi označite!

Podobne knjige/članki