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. 2023 Nov 14;14:1267011. doi: 10.3389/fphys.2023.1267011

TABLE 4.

Experiment 2 - overall objective and Cohen Kappa metrics for 30 runs.

Method Best Worst Mean Median Std Var
RNN-HASCA 0.034370 0.124386 0.054874 0.124386 2.64E-02 6.99E-04
RNN-SCA 0.047872 0.139525 0.103928 0.124386 4.01E-02 1.61E-03
RNN-GA 0.146481 0.243453 0.204719 0.224223 4.19E-02 1.76E-03
RNN-PSO 0.101064 0.321604 0.222995 0.246318 9.15E-02 8.38E-03
RNN-FA 0.224223 0.386661 0.300600 0.290917 6.67E-02 4.44E-03
RNN-BSO 0.224223 0.332242 0.271686 0.258592 4.51E-02 2.03E-03
RNN-RSA 0.132160 0.319558 0.219585 0.207038 7.70E-02 5.93E-03
RNN-COLSHADE 0.087152 0.224223 0.136661 0.098609 6.21E-02 3.86E-03
Cohen Kappa metrics
RNN-HASCA 0.910288 0.708847 0.863479 0.878882 5.89E-02 3.47E-03
RNN-SCA 0.878882 0.652979 0.746903 0.708847 9.61E-02 9.23E-03
RNN-GA 0.643423 0.208901 0.284108 0.208901 2.68E-01 7.18E-02
RNN-PSO 0.755973 0.167649 0.297728 0.167649 3.34E-01 1.12E-01
RNN-FA 0.245910 −0.028157 0.072584 0.000000 1.23E-01 1.52E-02
RNN-BSO 0.000000 −0.103654 −0.043166 −0.025843 4.41E-02 1.94E-03
RNN-RSA 0.710155 0.411494 0.502563 0.411494 1.47E-01 2.17E-02
RNN-COLSHADE 0.788920 0.000000 0.516435 0.760384 3.65E-01 1.33E-01

In all tables that contain simulation results, the best score in every category is marked bold.