Training the bagging model using methods from the ensemble learning techniques involves importing the bagging classifier with the logistic regression methods. For this, we will fit 10 of these logistic regression models and then we will combine the 10 individual predictions into a single prediction using bagging. After that, we will save this into our metrics dataframe.
The following screenshot shows the code and the confusion matrix as the output:
