Explain what partitioning and pruning are


Problem: Since the current project for the organization has some important decisions to make regarding business alternatives based on your data analytics, you have decided to create a paragraph or two to summarize what they need to understand regarding the utilization of decision trees. First, you will explain the difference between a classification tree and a decision tree. Since tree-based models rely on recursive partitioning and pruning, you will want to explain what partitioning and pruning are and how they relate to the decision-making process. Finally, provide some examples as to why a decision tree is useful in the business organization.

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