Method | Colon | Leuk | CNS | DLBCL | Lung | Pros1 | Pros2 | Pros3 | GCM | Aver |
---|---|---|---|---|---|---|---|---|---|---|
TSG†| 93.55 (2) | 98.61 (2) | 97.06 (2) | 98.7 (2) | 100 (2) | 95.1 (2) | 86.36 (10) | 100 (2) | 87.5 (7) | 95.21 |
TSP* | 91.10 (2) | 93.80 (2) | 77.90 (2) | 98.10 (2) | 98.30 (2) | 95.10 (2) | 67.60 (2) | 97.00 (2) | 75.40 (2) | 88.26 |
k-TSP* | 90.30 (2) | 95.83 (18) | 97.10** (10) | 97.40 (2) | 98.90 (10) | 91.18 (2) | 75.00 (18) | 97.00 (2) | 85.40 (10) | 92.01 |
DT* | 77.42 (3) | 73.61 (2) | 67.65 (2) | 80.52 (3) | 96.13 (3) | 87.25 (4) | 64.77 (4) | 84.85 (1) | 77.86 (14) | 78.90 |
NB*‡ | 56.45 | 100 | 82.35 | 80.52 | 97.79 | 62.75 | 73.86 | 90.91 | 84.29 | 80.99 |
k-NN*‡ | 74.19 | 84.72 | 82.35 | 89.61 | 98.34 | 74.51 | 73.86 | 93.94 | 86.79 | 84.26 |
SVM*‡ | 82.26 | 98.61 | 82.35 | 97.40 | 99.45 | 91.18 | 76.14 | 100 | 93.21 | 91.18 |
PAM* | 89.52 (15) | 94.03 (2296) | 82.35 (4) | 85.45 (17) | 97.90 (9) | 90.89 (47) | 81.25 (13) | 94.24 (701) | 82.32 (47) | 88.66 |