An online retailer is using descriptive data mining techniques to customize their marketing messages. The following table contains personal information for Anne and Joe with respect to: Their gender Their citizen status (U.S. or not) Whether they have shopped with this retailer before or not Whether they drive a domestic (U.S.) car or not Question 1: What is the matching coefficient between Anne and Joe?  Question 2: What is Jaccard's coefficient between Anne and Joe?  Question 3: Which of these two coefficients would you use and why?

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
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An online retailer is using descriptive data mining techniques to customize their marketing messages. The following table contains personal information for Anne and Joe with respect to:

  • Their gender
  • Their citizen status (U.S. or not)
  • Whether they have shopped with this retailer before or not
  • Whether they drive a domestic (U.S.) car or not

Question 1: What is the matching coefficient between Anne and Joe? 

Question 2: What is Jaccard's coefficient between Anne and Joe? 

Question 3: Which of these two coefficients would you use and why? 

Gender
U.S. Citizen?
Shopped with Retailer
before?
Drive domestic car?
Anne
Female
Not a U.S. Citizen
Yes
No
Joe
Male
U.S. Citizen
Yes
No
Transcribed Image Text:Gender U.S. Citizen? Shopped with Retailer before? Drive domestic car? Anne Female Not a U.S. Citizen Yes No Joe Male U.S. Citizen Yes No
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