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

Publication date: September 21, 2021

Publisher: Dryad

https://doi.org/10.5061/dryad.7d7wm37qx

Citation

Kittlein, Marcelo; Mora, Matías; Mapelli, Fernando; Austrich, Ailin (2021), Unexpected high accuracy of landscape genetics inference with convolutional neural networks, Dryad, Dataset, 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.