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What is the difference between heuristic for rule learning and heuristics for decision trees?



What is the difference between heuristic for rule learning and heuristics for decision trees?..

Answer / Tanmay Arya

Heuristic for rule learning and heuristics for decision trees are both techniques used in machine learning, but they serve different purposes. Heuristic for rule learning aims to find a set of if-then rules that can make decisions based on the given data, while heuristics for decision trees focus on finding an optimal tree structure for classification or regression problems. Heuristics for rule learning can be more interpretable as they provide explicit rules, but decision trees offer a more flexible and compact representation.

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