Author

Mark Roantree

Dublin City UniversityORCID 0000-0002-1329-2570Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Organism:plant (other)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Andrew L. McCarreniD· 1 shared Christina Brady Del AzodiiD· 1 shared de los Campos Gustavo· 1 shared Shin‐Han ShiuiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperGenetics

Andrew L. McCarrenORCID

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1 paper

Recent·Most cited

GeneticsbioRxivPreprintApr 20, 2019

Benchmarking algorithms for genomic prediction of complex traits

Christina Brady Del Azodi, Andrew L. McCarren, Mark Roantree…·Shin‐Han Shiu

This study benchmarks linear and non-linear algorithms for genomic prediction of complex traits across multiple plant species, finding that ensemble methods and feature selection improve performance.

8 citations

plant (other)whole-genome sequencing

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