Table 2 Fuzzy rules for determining the importance of each feature.
Rule no | Input | Output | ||
|---|---|---|---|---|
Relief | IG | ANOVA | Feature ranking | |
1 | Low | Low | Low | Very low |
2 | Low | Low | Medium | Low |
3 | Low | Low | High | Medium |
4 | Low | Medium | Low | Low |
5 | Low | Medium | Medium | Medium |
6 | Low | Medium | High | Medium |
7 | Low | High | Low | Medium |
8 | Low | High | Medium | Medium |
9 | Low | High | High | High |
10 | Medium | Low | Low | Low |
11 | Medium | Low | Medium | Medium |
12 | Medium | Low | High | Medium |
13 | Medium | Medium | Low | Medium |
14 | Medium | Medium | Medium | Medium |
15 | Medium | Medium | High | High |
16 | Medium | High | Low | Medium |
17 | Medium | High | Medium | High |
18 | Medium | High | High | Very high |
19 | High | Low | Low | Medium |
20 | High | Low | Medium | High |
21 | High | Low | High | High |
22 | High | Medium | Low | Medium |
23 | High | Medium | Medium | High |
24 | High | Medium | High | Very high |
25 | High | High | Low | High |
26 | High | High | Medium | Very high |
27 | High | High | High | Very high |
