Table 24.
DT performance and configuration for PCA = None.
| DT | |||||
|---|---|---|---|---|---|
| Dataset | Score | Configuration | |||
| Max-Depth | Min_Sample_Split | Min_Sample_Leaf | Max_Leaf_Nodes | ||
| Heart | 67% | 7 | 2 | 10 | 80 |
| Virus | 99% | None | 5 | 1 | 80 |
| Sonar | 65% | 7 | 2 | 10 | 80 |
| Peugeot_Target 14 | 99% | None | 2 | 3 | 80 |
| Peugeot_Target 15 | 98% | None | 2 | 1 | 200 |
| EnviroCar | 0.99 | None | 2 | 1 | 5000 |
| AQI | 0.65 | None | 10 | 3 | 80 |