Let's now build an ensemble model using the averaging technique. The following individual models have been built:

Logistic Regression (clf_lr).
Decision Tree (clf_dt).
Support Vector Machine (clf_svm).
As the target is binary, all these models might have good individual performance. Your objective is to combine them using averaging. Recall from the video that this is the same as a soft voting approach, so you should still use the VotingClassifier()

