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Data mining with Rattle and R : the art of excavating data for knowledge discovery

Data mining with Rattle and R : the art of excavating data for knowledge discovery (10회 대출)

자료유형
단행본
개인저자
Williams, Graham J.
서명 / 저자사항
Data mining with Rattle and R : the art of excavating data for knowledge discovery / Graham Williams.
발행사항
New York ;   London :   Springer,   2011.  
형태사항
xx, 374 p. : ill. ; 24 cm.
총서사항
Use R!
ISBN
9781441998897 (pbk.) 1441998896 (pbk.)
서지주기
Includes bibliographical references and index.
일반주제명
Data mining. R (Computer program language)
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020 ▼a 1441998896 (pbk.)
040 ▼a StDuBDS ▼b eng ▼c StDuBDS ▼d 211009
082 0 4 ▼a 006.312 ▼2 22
084 ▼a 006.312 ▼2 DDCK
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100 1 ▼a Williams, Graham J.
245 1 0 ▼a Data mining with Rattle and R : ▼b the art of excavating data for knowledge discovery / ▼c Graham Williams.
260 ▼a New York ; ▼a London : ▼b Springer, ▼c 2011.
300 ▼a xx, 374 p. : ▼b ill. ; ▼c 24 cm.
490 1 ▼a Use R!
504 ▼a Includes bibliographical references and index.
650 0 ▼a Data mining.
650 0 ▼a R (Computer program language)
830 0 ▼a Use R!.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 006.312 W723d 등록번호 111657748 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Introduction.- Getting Started.- Working with Data.- Loading Data.- Exploring Data.- Interactive Graphics.- Transforming Data.- Descriptive and Predictive Analytics.- Cluster Analysis.- Association Analysis.- Decision Trees.- Random Forests.- Boosting.- Support Vector Machines.- Model Performance Evaluation.- Deployment.


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