Support | Confidence | No of rules | No of best Rules | MAR | SA (%) | Effect size | MMRE (%) | Training time (Secs) | Testing time (Secs) |
0.01 | 0.3 | 170 | 470 | 3449.03 | 51.71 | 0.6944 | 45.95 | 103 | 5 |
0.01 | 0.6 | 79 | 242 | 3224.08 | 54.86 | 0.7367 | 24.79 | 48 | 3 |
0.01 | 0.9 | 40 | 119 | 2919.87 | 59.12 | 0.7939 | 23.16 | 32 | 2 |
0.02 | 0.3 | 102 | 315 | 3743.55 | 47.59 | 0.6391 | 42.55 | 63 | 4 |
0.02 | 0.6 | 41 | 115 | 3128.41 | 56.20 | 0.7547 | 26.10 | 22 | 2 |
0.02 | 0.9 | 21 | 69 | 2838.69 | 60.26 | 0.8092 | 21.42 | 17 | 1 |
0.03 | 0.3 | 74 | 235 | 3653.64 | 48.85 | 0.6560 | 38.72 | 46 | 3 |
0.03 | 0.6 | 31 | 113 | 2873.93 | 59.76 | 0.8026 | 21.34 | 18 | 1 |
0.03 | 0.9 | 14 | 72 | 2991.64 | 58.12 | 0.7804 | 26.50 | 11 | 1 |
0.04 | 0.3 | 66 | 234 | 3235.73 | 54.70 | 0.7345 | 36.69 | 39 | 3 |
0.04 | 0.6 | 27 | 132 | 2774.20 | 61.16 | 0.8213 | 28.47 | 12 | 1 |
0.04 | 0.9 | 13 | 70 | 3431.17 | 51.96 | 0.6978 | 29.88 | 8 | 1 |
0.05 | 0.3 | 50 | 195 | 3556.22 | 50.21 | 0.6743 | 41.75 | 29 | 2 |
0.05 | 0.6 | 18 | 72 | 3566.76 | 50.07 | 0.6723 | 28.05 | 9 | 1 |
0.05 | 0.9 | 10 | 59 | 2588.04 | 63.77 | 0.8563 | 25.69 | 6 | 1 |
Avg. |
|
|
| 3198.33 | 55.22 | 0.7416 | 30.73 | 31 | 2 |