CharlesBookClub.csv

CODEDRAGON Development/Java

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CharlesBookClub.csv

·         찰스 북클럽 회원 개인의 과거 실제 데이터셋입니다.

·         This data set represents information associated with individuals who are members of a book club.

 

·         사람이 구매시 함께 구매한 정보가 포함되어 있습니다.

·         4,000 거래

 

 

 

  

Description of Variables

attribute description
Seq# Sequence number in the partition
ID# Identification number in the full (unpartitioned) market test data set
Gender O=Male 1=Female
M Monetary- Total money spent on books
R Recency- Months since last purchase
F Frequency - Total number of purchases
FirstPurch Months since first purchase
ChildBks 어린이책 구매
Number of purchases from the category: Child books
YouthBks 청소년 구매
Number of purchases from the category: Youth books
CookBks 요리책 구매
Number of purchases from the category: Cookbooks
DoItYBks Number of purchases from the category: Do It Yourself books I
RefBks Number of purchases from the category: Reference books (Atlases, Encyclopedias, Dictionaries)
ArtBks Number of purchases from the category: Art books
GeoBks Number of purchases from the category: Geography books
ItalCook Number of purchases of book title: "Secrets of Italian Cooking"
ItalAtlas Number of purchases of book title: "Historical Atlas of Italy"
ItalArt Number of purchases of book title: "Italian Art"
Florence =1 if 'The Art History of Florence" was bought,
=0 if not
Related purchase Number of related books purchased
Algorithm used Logistic Regression

 

Accuracy ~ 92%

 

 

 

 

 

 

 

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