Supplemental Material.pdf (345.19 kB)

Supplemental Material for Bellot, de los Campos and Pérez-Enciso, 2018

dataset

posted on 2018-08-31, 16:25 authored by Pau Bellot, Gustavo de los Campos, Miguel Perez-Enciso

Supplemental material contains a summary of main DL parameters, a description of the genetic algorithm used for hyperparameter optimization, and additional MLP and CNN results.

History

Article title

Can Deep Learning Improve Genomic Prediction of Complex Human Traits?

Manuscript #

GENETICS/2018/301298R1

Article DOI

10.1534/genetics.118.301298

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Read the peer-reviewed publication

Can Deep Learning Improve Genomic Prediction of Complex Human Traits?

GSA Journals

Keywords

Convolutional Neural Networks Complex Traits Deep Learning Genomic Prediction Multilayer Perceptrons UK biobank Whole-Geome Regressions Genetics

Licence

CC BY 4.0