Please write code in .ipynb and take screenshot of your results. 1 Programming Assignment1.BaggingMission: Write Python3 code to implement the bagging algorithm.Data set: Wine Data SetRead the data set description. Use the data set to implement the baggingalgorithm. Randomly select 20 instances as the test data and the rest as trainingdata (Keep these 20 test instances so that TA can reproduce your results).• Approaches:Base learner (required): decision trees. Please use scikit learn library:sklearn.tree. Decision Tree Classifier.- Bagging (required): Please use scikit-learn library: sklearn.ensemble.BaggingClassifierOther data pre-processing or feature engineering methods (optional): You canapply any technique you prefer.• Performance metric: Successfully built the bagging algorithm using the training dataand tell us the accuracy for the test data.

The wine dataset is a popular machine-learning dataset that is used for research purposes. The…

Answered: Bagging Mission: Write Python3 code to…

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