| 12-leaf | 50-leaf | 100-leaf |
---|
TPR
| 0.750 | 0.736 | 0.789 |
FPR
| 0.070 | 0.064 | 0.036 |
F
| 0.677 | 0.629 | 0.748 |
ACC
| 0.906 | 0.917 | 0.946 |
RF
| 1.3 | 5.900 | 12.20 |
- We simulate 10 random trees (data representation length is 1000) for each of kind of tree (12, 50 or 100 leaf tree) and ran the lifting algorithm (for α=0.1). We then calculated the following statistics shown in the table: True positive rate (TPR), False positive rate (FPR), F-score or F
1-score (F), Accuracy (ACC), RF distance (RF)