Table 3.
Data set | p | Train | Test | RF | SVM | KNN | KIN |
---|---|---|---|---|---|---|---|
Connectionist bench | 60 | 104 | 104 | 78.7 | 74.4 | 71.5 | 74.0 |
Ozone | 72 | 102 | 410 | 80.6 | 79.5 | 72.4 | 75.4 |
Prostate cancer | 600 | 70 | 34 | 69.1 | 75.2 | 66.0 | 72.3 |
Colon cancer | 2000 | 32 | 32 | 65.7 | 77.9 | 62.5 | 74.3 |
Liver transplant | 39 | 102 | 578 | 88.7 | 85.7 | 88.6 | 89.1 |