Table 3 Averaged AUC values (%) of projection method and GHI kernel using cystic fibrosis data
From: Optimal projection method determination by Logdet Divergence and perturbed von-Neumann Divergence
Parameters | Projection method(q=1) | GHI(q=1) | Projection method(q=2) | GHI(q=2) |
α=1,β=1 | 78.57 ± 1.75 | 78.57 ± 1.75 | 81.32 ± 1.25 | 81.32 ± 1.25 |
α=1,β=2 | 78.94 ± 1.86 | 78.94 ± 1.86 | 81.74 ± 1.60 | 81.74 ± 1.60 |
α=1,β=3 | 78.64 ± 1.01 | 78.63 ± 1.01 | 80.82 ± 1.30 | 80.82 ± 1.29 |
α=2,β=2 | 79.33 ± 1.42 | 79.33 ± 1.41 | 80.53 ± 1.72 | 80.53 ± 1.72 |
α=2,β=3 | 79.32 ± 1.19 | 79.32 ± 1.19 | 81.06 ± 1.37 | 81.06 ± 1.36 |
α=3,β=3 | 78.14 ± 1.11 | 78.13 ± 1.11 | 80.79 ± 1.12 | 80.78 ± 1.12 |
Parameters | Projection method(q=3) | GHI(q=3) | Projection method(q=4) | GHI(q=4) |
α=1,β=1 | 80.77 ± 1.44 | 80.76 ± 1.44 | 83.10 ± 2.10 | 83.09 ± 2.10 |
α=1,β=2 | 80.98 ± 1.81 | 80.97 ± 1.81 | 82.11 ± 1.77 | 82.13 ± 1.77 |
α=1,β=3 | 81.20 ± 1.95 | 81.19 ± 1.94 | 83.54 ± 1.46 | 83.51 ± 1.48 |
α=2,β=2 | 81.32 ± 1.26 | 81.30 ± 1.27 | 82.75 ± 2.14 | 82.79 ± 2.15 |
α=2,β=3 | 81.10 ± 1.10 | 81.09 ± 1.11 | 83.62 ± 1.61 | 83.65 ± 1.65 |
α=3,β=3 | 81.06 ± 1.39 | 81.04 ± 1.39 | 83.49 ± 0.77 | 83.56 ± 0.82 |
Parameters | Projection method(q=5) | GHI(q=5) | Projection method(q=6) | GHI(q=6) |
α=1,β=1 | 74.03 ± 2.18 | 74.00 ± 2.18 | 72.30 ± 1.93 | 72.50 ± 1.87 |
α=1,β=2 | 71.67 ± 2.52 | 71.62 ± 2.58 | 73.62 ± 2.69 | 73.80 ± 2.70 |
α=1,β=3 | 74.77 ± 2.27 | 74.73 ± 2.28 | 71.94 ± 1.77 | 72.11 ± 1.65 |
α=2,β=2 | 73.73 ± 1.36 | 73.73 ± 1.38 | 71.49 ± 2.78 | 71.60 ± 2.84 |
α=2,β=3 | 72.62 ± 2.97 | 72.61 ± 2.92 | 72.81 ± 1.91 | 73.01 ± 1.92 |
α=3,β=3 | 75.23 ± 2.64 | 75.20 ± 2.55 | 73.53 ± 2.62 | 73.80 ± 2.67 |
Parameters | Projection method(q=7) | GHI(q=7) | Projection method(q=8) | GHI(q=8) |
α=1,β=1 | 67.99 ± 2.78 | 67.60 ± 2.87 | 60.65 ± 4.20 | 60.90 ± 4.36 |
α=1,β=2 | 68.28 ± 3.51 | 67.89 ± 3.60 | 58.19 ± 3.72 | 58.33 ± 3.77 |
α=1,β=3 | 67.75 ± 2.20 | 67.25 ± 2.19 | 58.98 ± 3.67 | 59.28 ± 3.69 |
α=2,β=2 | 67.90 ± 3.11 | 67.23 ± 3.04 | 58.28 ± 4.20 | 58.34 ± 4.13 |
α=2,β=3 | 67.58 ± 2.91 | 66.96 ± 2.88 | 58.66 ± 2.40 | 58.86 ± 2.37 |
α=3,β=3 | 68.85 ± 2.28 | 68.44 ± 2.13 | 59.62 ± 3.34 | 59.77 ± 3.37 |
Parameters | Projection method(q=9) | GHI(q=9) | ||
α=1,β=1 | 53.25 ± 3.99 | 53.25 ± 3.99 | ||
α=1,β=2 | 52.12 ± 4.28 | 52.12 ± 4.28 | ||
α=1,β=3 | 52.54 ± 3.22 | 52.54 ± 3.22 | ||
α=2,β=2 | 51.16 ± 2.37 | 51.16 ± 2.37 | ||
α=2,β=3 | 51.62 ± 4.18 | 51.62 ± 4.18 | ||
α=3,β=3 | 51.96 ± 5.01 | 51.96 ± 5.01 |