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Describe why association rules and classification rules are not the same? Give examples. Why FP-Tree algorithm is usually faster than Apriori? Give some intuitive explanation.

  1. Describe why association rules and classification rules are not the same? Give examples.
  2. Why FP-Tree algorithm is usually faster than Apriori? Give some intuitive explanation.
  3. List at least four metrics of quality for association rules. Provide formulas.

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Association rules and classification rules are not the same because they serve different purposes and operate on different types of data Purpose Association rules aim to discover interesting relations... blur-text-image

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