Загрузка...

Incorporating biological prior knowledge for Bayesian learning via maximal knowledge-driven information priors

BACKGROUND: Phenotypic classification is problematic because small samples are ubiquitous; and, for these, use of prior knowledge is critical. If knowledge concerning the feature-label distribution – for instance, genetic pathways – is available, then it can be used in learning. Optimal Bayesian cla...

Полное описание

Сохранить в:
Библиографические подробности
Опубликовано в: :BMC Bioinformatics
Главные авторы: Boluki, Shahin, Esfahani, Mohammad Shahrokh, Qian, Xiaoning, Dougherty, Edward R
Формат: Artigo
Язык:Inglês
Опубликовано: BioMed Central 2017
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC5751802/
https://ncbi.nlm.nih.gov/pubmed/29297278
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1893-4
Метки: Добавить метку
Нет меток, Требуется 1-ая метка записи!