Table 5 Comparison of classifier algorithms for the test set
NO | Methods | TP | FN | FP | TN |
|---|---|---|---|---|---|
1 | ANFIS/Gaussmf | 75 | 8 | 12 | 61 |
2 | ANFIS /Gbellmf | 77 | 6 | 10 | 63 |
3 | ANFIS /Trimf | 73 | 10 | 12 | 61 |
4 | ANFIS /Gauss2mf | 79 | 4 | 8 | 65 |
5 | ANFIS /Pimf | 79 | 4 | 11 | 62 |
6 | ANFIS /Trapmf | 73 | 10 | 11 | 62 |
7 | ANFIS /Dsigmf | 79 | 4 | 11 | 62 |
8 | ANFIS /Psigmf | 79 | 4 | 11 | 62 |
9 | MLP | 76 | 6 | 12 | 62 |
10 | SVM | 76 | 9 | 11 | 60 |
11 | RF | 74 | 12 | 10 | 60 |