Table 7.
Run time (in seconds) comparison.
| Run | DS-ANFIS | J48 | SVM | RandomForest | SGERD | SLAVE2 | QuickRules |
|---|---|---|---|---|---|---|---|
| 1 | 3.34 | 0.12 | 0.17 | 0.25 | 1.72 | 32.12 | 1.00 |
| 2 | 2.79 | 0.08 | 0.09 | 0.17 | 1.94 | 55.20 | 0.88 |
| 3 | 2.67 | 0.06 | 0.07 | 0.12 | 2.08 | 43.60 | 0.94 |
| 4 | 2.67 | 0.02 | 0.08 | 0.14 | 1.90 | 44.99 | 0.78 |
| 5 | 2.69 | 0.04 | 0.07 | 0.18 | 1.88 | 45.94 | 0.87 |
| 6 | 2.78 | 0.04 | 0.12 | 0.13 | 2.25 | 41.98 | 0.76 |
| 7 | 2.59 | 0.00 | 0.06 | 0.12 | 2.24 | 34.50 | 0.72 |
| 8 | 2.84 | 0.04 | 0.06 | 0.18 | 2.78 | 36.01 | 0.86 |
| 9 | 2.68 | 0.02 | 0.06 | 0.14 | 2.29 | 33.20 | 0.80 |
| 10 | 2.85 | 0.04 | 0.09 | 0.14 | 2.18 | 34.91 | 0.84 |
| Average | 2.79 ± 0.21 | 0.05 ± 0.03 | 0.09 ± 0.03 | 0.16 ± 0.04 | 2.12 ± 0.30 | 40.25 ± 7.36 | 0.85 ± 0.08 |