Skip to main content

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   
\