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Decision Trees

concept · part of Amazon Neptune ML

A nonlinear model that splits data into subsets based on feature values, handling complex relationships.

They are effective for classification and regression tasks due to simplicity and ease of visualization. Used in applications like customer segmentation and risk assessment, they enable clear rule-based decision-making.

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