Data set | C4.5 | Bayes | 3NN | SVM | ZeroR | MDR |
---|---|---|---|---|---|---|
ALLAML | 72.00 | 97.90 | 87.50 | 98.00 | 42.60 | 99.02 |
Lung | 93.00 | 97.70 | 96.50 | 98.00 | 48.5 | 97.61 |
Prostate | 79.00 | 59.50 | 87.10 | 91.00 | 47.90 | 92.30 |
Lymphoma | 77.00 | 97.90 | 81.30 | 97.90 | 40.8 | 93.61 |
Breast | 66.00 | 52.20 | 59.50 | 68.10 | 46.5 | 63.65 |
BCR-ABL | 59.10 | 49.80 | 75.10 | 63.30 | 41.40 | 88.48 |
E2A-PBX1 | 100.00 | 53.70 | 99.00 | 98.10 | 46.10 | 100.00 |
Hyp | 79.50 | 60.20 | 93.30 | 93.40 | 47.70 | 85.47 |
MALL | 89.00 | 49.80 | 86.50 | 85.00 | 49.70 | 89.41 |
TALL | 99.80 | 61.50 | 94.40 | 98.80 | 47.20 | 100.00 |
TEL-AML1 | 92.50 | 70.60 | 97.90 | 99.20 | 49.10 | 91.60 |
Average | 82.45 | 68.25 | 87.10 | 90.07 | 46.14 | 91.01 |