Imagine that you are solving a binary classification problem with a bagged ensemble consisting of 10 base models. Below are the class labels predicted by every model in the ensemble for a new example:
| Base model | Predicted class |
|---|---|
| 1 | 1 |
| 2 | 0 |
| 3 | 1 |
| 4 | 0 |
| 5 | 1 |
| 6 | 1 |
| 7 | 1 |
| 8 | 0 |
| 9 | 0 |
| 10 | 1 |
Which class will be predicted by the ensemble for this example?