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.