Data Stream Mining Quiz

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Questions and Answers

What type of data arrival is assumed in this chapter?

  • Database
  • Memory
  • File
  • Stream (correct)

How is the data arrival rate described in the chapter?

  • Rapid and not feasible to store all in active storage (correct)
  • Predictable and controllable
  • Slow and steady
  • Intermittent and manageable

What is the primary focus of the algorithms for processing streams?

  • Summarization of the stream (correct)
  • Real-time interaction with the stream
  • Detailed listing of all elements
  • Storage of all data elements

How is the number of different elements in a stream estimated?

<p>Using much less storage than listing all elements (B)</p> Signup and view all the answers

What is one approach to summarizing a stream mentioned in the chapter?

<p>Making a useful sample of a stream and filtering undesirable elements (B)</p> Signup and view all the answers

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