| Experiment # |
Type |
Pruned |
Leaves |
Tree size |
Time |
CCI in % |
ICI in % |
TP Rate |
FP Rate |
Precision |
Recall |
ROC Area |
| 1 |
Binary |
No |
649 |
1297 |
0.42 |
87.72 |
12.28 |
0.88 |
0.35 |
0.87 |
0.88 |
0.84 |
| 2 |
General |
No |
1797 |
2225 |
0.19 |
88.05 |
11.95 |
0.88 |
0.32 |
0.88 |
0.88 |
0.86 |
| 3 |
Binary |
No |
423 |
845 |
0.36 |
87.82 |
12.18 |
0.88 |
0.41 |
0.87 |
0.88 |
0.85 |
| 4 |
General |
No |
1264 |
1513 |
0.06 |
88.40 |
11.59 |
0.88 |
0.41 |
0.88 |
0.88 |
0.86 |
| 5 |
Binary |
Yes |
479 |
957 |
1.2 |
88.10 |
11.89 |
0.88 |
0.37 |
0.87 |
0.88 |
0.80 |
| 6 |
General |
Yes |
1093 |
1346 |
0.19 |
88.55 |
11.45 |
0.87 |
0.40 |
0.88 |
0.89 |
0.85 |
| 7 |
Binary |
Yes |
321 |
641 |
1 |
87.96 |
12.04 |
0.88 |
0.43 |
0.87 |
0.88 |
0.84 |
| 8 |
General |
Yes |
760 |
916 |
0.13 |
88.78 |
11.21 |
0.89 |
0.45 |
0.88 |
0.89 |
0.85 |
|
