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What is the difference between a classification tree and a decision tree?

BIAM300 Managerial Applications of Business Analytics

Week 6 Discussion

Decision Trees

Review Sections 6.1 to 6.6 and respond to the questions below.

1. What is the difference between a classification tree and a decision tree?

2. Tree-based models rely on recursive partitioning and pruning. Please define what partitioning and pruning are and how they relate to the decision-making process.

3. Please share some examples of why a regression tree and a decision tree are useful.

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