Exercise

Define the bagging classifier

In the following exercises you'll work with the Indian Liver Patient dataset from the UCI machine learning repository. Your task is to predict whether a patient suffers from a liver disease using 10 features including Albumin, age and gender. You'll do so using a Bagging Classifier.

Instructions

100 XP

Import DecisionTreeClassifier from sklearn.tree and BaggingClassifier from sklearn.ensemble.
Instantiate a DecisionTreeClassifier called dt.
Instantiate a BaggingClassifier called bc consisting of 50 trees.

Take Hint (-30 XP)