Experiment \({\mathbf{e}\mathbf{x}\mathbf{p}}_{({\varvec{i}},{\varvec{j}})}\) | Accuracy | Sensitivity | Specificity | Precision | F-Score | AUC | Loss validation |
---|---|---|---|---|---|---|---|
\({{\text{exp}}}_{(\mathrm{8,3})}\) | 0.9021 +—0.09 | 0.7558 +—0.20 | 0.9388 +—0.07 | 0.7698 +—0.24 | 0.7610 +—0.22 | 0.8473 +—0.13 | 1.2521 +—1.02 |
\({{\text{exp}}}_{(\mathrm{8,5})}\) | 0.8915 +—0.11 | 0.7267 +—0.37 | 0.9320 +—0.13 | 0.7391 +—0.28 | 0.6996 +—0.35 | 0.8294 +—0.18 | 1.4008 +—1.90 |
\({{\text{exp}}}_{(\mathrm{8,7})}\) | 0.8851 +—0.12 | 0.7111 +—0.36 | 0.9280 +—0.15 | 0.7957 +—0.29 | 0.6939 +—0.33 | 0.8196 +—0.18 | 1.4810 +—1.85 |
\({{\text{exp}}}_{(\mathrm{16,3})}\) | 0.8745 +—0.07 | 0.6863 +—0.27 | 0.9215 +—0.03 | 0.6681 +—0.17 | 0.6704 +—0.22 | 0.8039 +—0.14 | 1.6079 +—1.40 |
\({{\text{exp}}}_{(\mathrm{16,5})}\)a | 0.9106 +—0.08a | 0.7768 +—0.17a | 0.9441 +—0.07a | 0.7984 +—0.22a | 0.7829 +—0.18a | 0.8605 +—0.11a | 1.1441 +—0.86a |
\({{\text{exp}}}_{(\mathrm{16,7})}\) | 0.9000 +—0.10 | 0.7512 +—0.25 | 0.9376 +—0.08 | 0.7655 +—0.25 | 0.7490 +—0.25 | 0.8444 +—0.15 | 1.2754 +—1.30 |
\({{\text{exp}}}_{(\mathrm{32,3})}\) | 0.8830 +—0.11 | 0.7077 +—0.23 | 0.9269 +—0.07 | 0.7287 +—0.28 | 0.7169 +—0.26 | 0.8173 +—0.16 | 1.4985 +—1.19 |
\({{\text{exp}}}_{(\mathrm{32,5})}\) | 0.8915 +—0.11 | 0.7300 +—0.25 | 0.9323 +—0.09 | 0.7582 +—0.29 | 0.7335 +—0.26 | 0.8311 +—0.15 | 1.3840 +—1.30 |
\({{\text{exp}}}_{(\mathrm{32,7})}\) | 0.9021 +—0.09 | 0.7560 +—0.19 | 0.9388 +—0.07 | 0.7794 +—0.25 | 0.7635 +—0.21 | 0.8474 +—0.13 | 1.2506 +—0.98 |