| Experiments of the detailed accuracy by class |
| Model |
Accuracy |
TP rate |
TN rate |
precision |
Recall |
F-measure |
ROC area |
size of tree |
# of leaves |
| Scenario1 |
96.9 % |
97.8% |
95.2% |
0.969 |
0.969 |
0.969 |
0.973 |
3984 |
3046 |
| Scenario2 |
93.6 % |
95.6% |
89.8% |
0.936 |
0.936 |
0.936 |
0.96 |
3012 |
1573 |
| Scenario3 |
97.2% |
98.5 % |
94.6% |
0.972 |
0.972 |
0.972 |
0.983 |
1031 |
715 |
| Scenario4 |
93.7 % |
96% |
89.3% |
0.937 |
0.937 |
0.937 |
0.964 |
2043 |
1054 |
| Scenario5 |
95.7% |
98.1% |
91.3% |
0.957 |
0.957 |
0.957 |
0.983 |
- |
- |
| Scenario6 |
94.7% |
97.1% |
90% |
0.946 |
0.947 |
0.946 |
0.976 |
- |
- |
|
