From: Optimal projection method determination by Logdet Divergence and perturbed von-Neumann Divergence
Dataset | Projection method | Cosine kernel |
---|---|---|
Live disorder data | 73.71 ± 1.21 | 65.63 ± 2.75 |
Sonar data | 89.57 ± 1.37 | 67.46 ± 4.32 |
Breast data | 99.37 ± 0.06 | 97.99 ± 3.09 |
Cystic (q=1) | 79.25 ± 1.80 | 76.89 ± 3.24 |
Cystic (q=2) | 80.55 ± 1.38 | 79.80 ± 1.84 |
Cystic (q=3) | 78.27 ± 1.59 | 70.10 ± 4.01 |
Cystic (q=4) | 73.24 ± 2.15 | 58.52 ± 4.95 |
Cystic (q=5) | 64.38 ± 3.85 | 52.13 ± 4.30 |
Cystic (q=6) | 69.26 ± 2.11 | 60.72 ± 5.36 |
Cystic (q=7) | 64.6 ± 2.38 | 58.54 ± 3.80 |
Cystic (q=8) | 63.17 ± 2.89 | 63.66 ± 3.21 |
Cystic (q=9) | 54.21 ± 2.30 | 43.05 ± 2.38 |
Leukemia (q=1) | 94.36 ± 0.43 | 90.73 ± 1.94 |
Leukemia (q=2) | 94.38 ± 0.79 | 69.45 ± 4.81 |
Leukemia (q=3) | 95.20 ± 0.49 | 69.97 ± 6.58 |
Leukemia (q=4) | 94.73 ± 0.45 | 73.33 ± 5.99 |
Leukemia (q=5) | 91.23 ± 0.44 | 71.81 ± 9.62 |
Leukemia (q=6) | 93.19 ± 0.66 | 79.08 ± 6.96 |
Leukemia (q=7) | 90.56 ± 1.25 | 65.26 ± 6.90 |
Leukemia (q=8) | 87.81 ± 0.98 | 58.31 ± 2.87 |
Leukemia (q=9) | 87.52 ± 1.20 | 55.88 ± 3.82 |
NSCLC | 52.91 ± 4.45 | 48.64 ± 5.30 |