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DT performance and configuration for PCA = mle.
| DT | |||||
|---|---|---|---|---|---|
| Dataset | Score | Configuration | |||
| Max-Depth | Min_Sample_Split | Min_Sample_Leaf | Max_Leaf_Nodes | ||
| Heart | 78% | 7 | 2 | 10 | 80 |
| Virus | 99% | None | 2 | 1 | 200 |
| Sonar | 76% | 7 | 2 | 10 | 80 |
| Peugeot_Target 14 | 93% | None | 5 | 1 | 80 |
| Peugeot_Target 15 | 92% | None | 10 | 1 | 80 |
| EnviroCar | 0.98 | None | 2 | 10 | 5000 |
| AQI | 0.49 | 7 | 5 | 1 | 80 |
