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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%

 

 


 


 


 


CharlesBookClub.csv


 

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