Prediction Performances for the DREAM3 Networks Using Method Integrations.^†

Abstract

†<p>As noted in <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0031194#pone.0031194-Pinna1" target="_blank">[22]</a>, is obtained for after a comparison with the actual network. On the other hand, the optimal can hardly be obtained in actual estimations for each of , , . The purposes to include their inference results here are only to clarify estimation performance degradations when an empirical parameter is adopted.</p><p>*Due to the some reasons as those of <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0031194#pone-0031194-t001" target="_blank">Table 1</a>, these -values can not be distinguished from zero in actual computations, which makes it impossible to compare scores of the adopted GRN topology estimation methods.</p