No. | C5.0 | Bayes Net | Neural Net | Logistic | Average | |||||
IWFAST | FAST | IWFAST | FAST | IWFAST | FAST | IWFAST | FAST | IWFAST | FAST | |
1 | 95.74 | 100 | 95.74 | 100 | 100 | 100 | 95.74 | 100 | 96.81 | 100 |
2 | 82.92 | 82.92 | 85.94 | 85.94 | 91.15 | 91.15 | 88.54 | 88.54 | 87.14 | 87.14 |
3 | 65.62 | 66.62 | 68.12 | 66.62 | 70 | 66.62 | 71.25 | 66.62 | 68.75 | 66.62 |
4 | 81.4 | 73.33 | 75.44 | 70.88 | 68.07 | 66.67 | 60.35 | 61.4 | 71.32 | 68.07 |
5 | 92.98 | 98.25 | 94.74 | 94.74 | 96.49 | 100 | 94.74 | 100 | 94.74 | 98.25 |
6 | 83.01 | 83.01 | 83.01 | 83.01 | 83.01 | 83.01 | 83.01 | 83.01 | 83.01 | 83.01 |
7 | 99.28 | 99.28 | 97.12 | 98.56 | 99.28 | 99.28 | 97.12 | 98.56 | 98.2 | 98.92 |
8 | 90.03 | 89.94 | 90.12 | 89.94 | 90.25 | 89.94 | 90.23 | 89.94 | 90.16 | 89.94 |
9 | 91.89 | 91.89 | 90.99 | 85.59 | 95.5 | 95.5 | 83.78 | 90.99 | 90.54 | 90.99 |
10 | 94.66 | 67.19 | 94.66 | 67.19 | 94.66 | 67.19 | 94.66 | 67.19 | 94.66 | 67.19 |
11 | 76.47 | 76.47 | 80 | 76.47 | 80 | 76.47 | 80 | 76.47 | 79.12 | 76.47 |
12 | 75 | 59.38 | 81.25 | 87.5 | 93.75 | 84.38 | 87.5 | 78.12 | 84.38 | 77.35 |
13 | 72.22 | 69.44 | 73.61 | 65.28 | 77.78 | 76.39 | 69.44 | 55.56 | 73.26 | 66.67 |
14 | 96.6 | 96.6 | 96.6 | 96.6 | 97.19 | 96.6 | 96.45 | 96.6 | 96.71 | 96.6 |
15 | 75 | 75 | 79.73 | 76.35 | 74.32 | 78.38 | 77.7 | 76.35 | 76.69 | 76.52 |
16 | 64.14 | 68.97 | 53.1 | 11.93 | 69.66 | 77.24 | 62.07 | 42.76 | 62.24 | 50.23 |