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Science
Computer Science
Artificial Intelligence
Data Mining Mid Term
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Data Mining Process Outline
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Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, Deployment
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Terms in this set (110)
Data Mining Process Outline
Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, Deployment
Which technique would you answer the the following question with: "Who are the most profitable customers?"
Database querying
Which technique would you answer the the following question with: "Is there really a difference between profitable customers and the
average customer? "
Statistical Hypothesis Testing
Which technique would you answer the the following question with: "But who really are these customers? Can I characterize them?"
OLAP (manual search), Data mining (automated pattern finding)
Which technique would you answer the the following question with: "Will some particular new customer be profitable? How much revenue should I expect this customer to generate?"
Data mining (predictive modeling)
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