A General-Purpose Machine Learning R Library for Sparse Kernels Methods With an Application for Genome-Based Prediction

A General-Purpose Machine Learning R Library for Sparse Kernels Methods With an Application for Genome-Based Prediction

The adoption of machine learning frameworks in areas beyond computer science have been facilitated by the development of user-friendly software tools that do not require an advanced understanding of computer programming. In this paper, we present a new package (sparse kernel methods, SKM) software d...

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Bibliographic Details
Main Authors: Osval Antonio Montesinos López, Brandon Alejandro Mosqueda González, Abel Palafox González, Abelardo Montesinos López, José Crossa
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Genetics
Subjects:
r package
machine learning
kernel
supervised learning
sparse kernels
genome-base prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.887643/full

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