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Performance comparison of several algorithms on the DREAM4 in silico multifactorial dataset.

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Figshare2015-12-02 更新2026-04-29 收录
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https://figshare.com/articles/dataset/_Performance_comparison_of_several_algorithms_on_the_DREAM4_in_silico_multifactorial_dataset_/973778
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(EL = Elastic Net, E-EL = Ensemble Elastic Net, SVR = Support Vector Regression, E-SVR = Ensemble Support Vector Regression, SR = Symbolic Regression, E-RFR = Ensemble Random Forest Regression). ‘+’ indicates rankwise averaging of several methods. ALL = GENIE3+E-SVR+E-EL. Standard deviation is shown between brackets. Ensemble variants, indicated with ‘E-’, were created using the subsampling scheme with default settings. We refer to the manuscript for an interpretation of the listed p-values.
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2015-12-02
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