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. 2020 Aug 23;11(9):981. doi: 10.3390/genes11090981

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© 2020 by the authors.

Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).

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Results of IFS with multiple classifiers. The horizontal and vertical coordinates represent a number of features and F-measure, respectively. (A) F-measures on humans. The best parameter is 0.91783 with 19 features and random forest classifier; (B) F-measures on mice. The best parameter is 0.92555 with 20 features and random forest classifier; (C) F-measures on cows. The best parameter is 0.94723 with 20 features and random forest classifier; (D) F-measures on A. thaliana. F-measures were basically stable at 0.99 with ranking features; (E) F-measures on O. sativa. F-measures were basically stable at 0.99 with ranking features; (F) F-measures on Z. mays. F-measures were basically stable at 0.99 with ranking features.