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Unexpected high accuracy of landscape genetics inference with convolutional neural networks

Kittlein, Marcelo, Institute of Marine and Coastal Research, https://orcid.org/0000-0002-4263-9318
Mora, Matías, Institute of Marine and Coastal Research, https://orcid.org/0000-0001-9690-7210
Mapelli, Fernando, Bernardino Rivadavia Natural Sciences Museum
Austrich, Ailin, Institute of Marine and Coastal Research, https://orcid.org/0000-0002-0162-2069
kittlein@mdp.edu.ar, msmora@mdp.edu.ar, fmapelli@mdp.edu.ar, austrich@mdp.edu.ar
Published Sep 21, 2021 on Dryad. https://doi.org/10.5061/dryad.7d7wm37qx

Cite this dataset

Kittlein, Marcelo; Mora, Matías; Mapelli, Fernando; Austrich, Ailin (2021). Unexpected high accuracy of landscape genetics inference with convolutional neural networks [Dataset]. Dryad. https://doi.org/10.5061/dryad.7d7wm37qx

Abstract

During the last decade convolutional neural networks (CNNs) have revolutionized the application of machine learning methods to classification tasks and object recognition.