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What is Bagging and Boosting?

Answer Posted / Sajal Sharma

Bagging (Bootstrap Aggregating) is an ensemble method used in machine learning that creates multiple subsets of the training data through random sampling with replacement, trains a decision tree on each subset, and averages their results to reduce variance. Boosting, on the other hand, is another ensemble method where weak learners are combined to create a strong learner by iteratively training models that focus on misclassified instances in the previous round.

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