Imagine that you are solving a regression problem with a bagged ensemble consisting of 10 base models. Below are the predictions of the value of target variable obtained by every model in the ensemble for a new example:
| Base model | Predicted value |
|---|---|
| 1 | 10.4 |
| 2 | 11.6 |
| 3 | 9.6 |
| 4 | 10.4 |
| 5 | 9.5 |
| 6 | 8.5 |
| 7 | 9.3 |
| 8 | 8.7 |
| 9 | 10.4 |
| 10 | 9.6 |
Which value will be predicted by the ensemble for this example?