as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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explain when to use a decision tree.
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a decision tree is a versatile machine learning algorithm commonly used in supervised learning. it is used to construct a predictive model that makes decisions by learning about the data given as input and then making a prediction based on it. decision trees are best suited for classification problems, where the goal is to identify the class that best describes the given data.
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