Table 5 The selected rule subset for ovarian cancer data when testing accuracy = 0.6375. “–” denotes “don’t care”.
From: Building interpretable fuzzy models for high dimensional data analysis in cancer diagnosis
MZ820.8 | MZ6880.2 | MZ1730.9 | MZ1866.7 | MZ18871.5 | MZ827.3 | Class | |
|---|---|---|---|---|---|---|---|
Rule 1 | - |
|
| - | - | - | 1 |
Rule 2 | - |
| - | - | - |
| 1 (0.9995) |
Rule 3 | - |
| - | - |
| - | 1 (0.9994) |
Rule 4 | - | - | - | - |
|
| -1 (0.9999) |
Rule 5 | - | - | - |
|
| - | -1 (0.9999) |
Rule 6 | - |
| - | - |
| - | -1 (0.9997) |
Rule 7 | - |
| - | - |
| - | -1 (0.9996) |
Rule 8 |
| - | - | - |
| - | -1 (0.9994) |
