Support | Confidence | No of rules | No of best Rules | MAR | SA (%) | Effect size | MMRE (%) | Training time (Secs) | Testing time (Secs) |
0.01 | 0.3 | 850 | 4010 | 3189.72 | 19.10 | 0.1969 | 61.91 | 792 | 115 |
0.01 | 0.6 | 211 | 492 | 3290.18 | 16.55 | 0.1707 | 54.43 | 153 | 30 |
0.01 | 0.9 | 77 | 339 | 3396.59 | 13.85 | 0.1428 | 54.89 | 51 | 12 |
0.02 | 0.3 | 343 | 1810 | 3440.40 | 12.74 | 0.1314 | 56.52 | 295 | 52 |
0.02 | 0.6 | 63 | 352 | 3323.20 | 15.71 | 0.1620 | 46.16 | 41 | 12 |
0.02 | 0.9 | 22 | 83 | 3379.32 | 14.29 | 0.1474 | 43.16 | 14 | 4 |
0.03 | 0.3 | 170 | 861 | 3333.05 | 15.46 | 0.1595 | 52.67 | 126 | 26 |
0.03 | 0.6 | 24 | 120 | 3247.17 | 17.64 | 0.1819 | 49.96 | 17 | 5 |
0.03 | 0.9 | 8 | 41 | 2053.14 | 47.92 | 0.4942 | 105.45 | 7 | 3 |
0.04 | 0.3 | 98 | 485 | 3492.19 | 11.43 | 0.1178 | 53.00 | 123 | 16 |
0.04 | 0.6 | 10 | 44 | 3439.18 | 12.77 | 0.1317 | 46.48 | 3 | 4 |
0.04 | 0.9 | 4 | 31 | 3495.47 | 11.35 | 0.1170 | 48.24 | 6 | 3 |
Avg. |
|
|
| 3246.34 | 17.403 | 0.1794 | 55.79 | 136 | 24 |