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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 (Loan 10 times)

Material type
단행본
Personal Author
Williams, Graham J.
Title Statement
Data mining with Rattle and R : the art of excavating data for knowledge discovery / Graham Williams.
Publication, Distribution, etc
New York ;   London :   Springer,   2011.  
Physical Medium
xx, 374 p. : ill. ; 24 cm.
Series Statement
Use R!
ISBN
9781441998897 (pbk.) 1441998896 (pbk.)
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Data mining. R (Computer program language)
000 00897camuu2200277 a 4500
001 000045691586
005 20120217192853
008 120216s2011 nyua b 001 0 eng d
015 ▼a GBB156550 ▼2 bnb
020 ▼a 9781441998897 (pbk.)
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
090 ▼a 006.312 ▼b W723d
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

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.312 W723d Accession No. 111657748 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

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.


Information Provided By: : Aladin

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