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. 2018 Jun 29;12:411. doi: 10.3389/fnins.2018.00411

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Copyright © 2018 Wehenkel, Sutera, Bastin, Geurts and Phillips.

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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Real dataset. Error rates of a Random Forests classifier as a function of K parameter value for T=1,000 (top figure, x-axis in log scale) and as a function of the number of trees T for K = 1 or $K = \sqrt{p}$ (bottom figure, x-axis in log scale). Errors are evaluated with a ten repeated ten fold cross validation procedure.