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DT performance and configuration for PCA = 30%.
| DT | |||||
|---|---|---|---|---|---|
| Dataset | Score | Configuration | |||
| Max-Depth | Min_Sample_Split | Min_Sample_Leaf | Max_Leaf_Nodes | ||
| Heart | 62% | 3 | 2 | 1 | 80 |
| Virus | 96% | None | 2 | 1 | 1000 |
| Sonar | 75% | 7 | 2 | 3 | 80 |
| Peugeot_Target 14 | 84% | None | 2 | 1 | 200 |
| Peugeot_Target 15 | 87% | 7 | 2 | 10 | 80 |
| EnviroCar | 0.98 | None | 2 | 10 | 1000 |
| AQI | 0.62 | 7 | 10 | 1 | 80 |
