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. 2019 Aug 6;10:675. doi: 10.3389/fgene.2019.00675

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Copyright © 2019 Kyriakis, Kanterakis, Manousaki, Tsakogiannis, Tsagris, Tsamardinos, Papaharisis, Chatziplis, Potamias and Tsigenopoulos

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Comparison of different algorithms predicting the traits of interest, based on median squared error, after leave one out cross validation. SES algorithm tested for different thresholds (Threshold equal to 0.01 or 0.05) and for different numbers of SNPs as condition set (k = 2, 3, 4, 5). OMP algorithm tested for different thresholds as stop criterion (Threshold = 2 or 4 units in BIC score).