| データ | R² | MSE | MAE |
|---|---|---|---|
| Train | 0.9712 | 0.0036 | 0.0421 |
| Test | 0.9098 | 0.0130 | 0.0828 |
モデルタイプ: random_forest
random_state: 42
n_estimators: 64
max_depth: 12
最適検証MSE: 0.024536
総試行回数: 10回
最適試行: 5回目
| trial | n_estimators | max_depth | cv MSE |
|---|---|---|---|
| 1 | 44 | 15 | 0.025152 |
| 2 | 76 | 10 | 0.024625 |
| 3 | 24 | 5 | 0.027689 |
| 4 | 15 | 14 | 0.025839 |
| 5 | 64 | 12 | 0.024536 |
| 6 | 11 | 15 | 0.027553 |
| 7 | 85 | 5 | 0.026817 |
| 8 | 26 | 5 | 0.028011 |
| 9 | 37 | 9 | 0.025000 |
| 10 | 49 | 6 | 0.025786 |