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Data preparation for data mining using SAS

Data preparation for data mining using SAS (Loan 10 times)

Material type
단행본
Personal Author
Refaat, Mamdouh.
Title Statement
Data preparation for data mining using SAS / Mamdouh Refaat.
Publication, Distribution, etc
San Francisco :   Morgan Kaufmann Publishers,   2007.  
Physical Medium
xxi, 392 p. ; 24 cm.+ 1 CD-ROM (4 3/4 in.).
기타형태 저록
Online version:   Refaat, Mamdouh.   Data preparation for data mining using SAS.   Amsterdam ; Boston : Morgan Kaufmann Publishers, 2007   9780080491004   (211009) 000045946661  
ISBN
9780123735775 (alk. paper) 0123735777 (alk. paper)
General Note
Online version: Refaat, Mamdouh. Data preparation for data mining using SAS. Amsterdam ; Boston : Morgan Kaufmann Publishers, 2007 9780080491004
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Data mining.
000 00000cam u2200205 a 4500
001 000045327122
005 20180712095227
008 060718s2007 cau b 001 0 eng
010 ▼a 2006023681
020 ▼a 9780123735775 (alk. paper)
020 ▼a 0123735777 (alk. paper)
035 ▼a (KERIS)REF000012721550
040 ▼a DLC ▼c DLC ▼d DLC ▼d 211009 ▼d 244002
050 0 0 ▼a QA76.9.D343 ▼b R43 2007
082 0 0 ▼a 006.3/12 ▼2 23
084 ▼a 006.312 ▼2 DDCK
090 ▼a 006.312 ▼b R332d
100 1 ▼a Refaat, Mamdouh.
245 1 0 ▼a Data preparation for data mining using SAS / ▼c Mamdouh Refaat.
260 ▼a San Francisco : ▼b Morgan Kaufmann Publishers, ▼c 2007.
300 ▼a xxi, 392 p. ; ▼c 24 cm.+ ▼e 1 CD-ROM (4 3/4 in.).
504 ▼a Includes bibliographical references and index.
630 0 0 ▼a SAS (Computer file).
650 0 ▼a Data mining.
776 0 8 ▼i Online version: ▼a Refaat, Mamdouh. ▼t Data preparation for data mining using SAS. ▼d Amsterdam ; Boston : Morgan Kaufmann Publishers, 2007 ▼z 9780080491004 ▼w (211009) 000045946661
945 ▼a KINS

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.312 R332d Accession No. 111400255 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Sejong Academic Information Center/Science & Technology/ Call Number 006.312 R332d Accession No. 151237040 Availability In loan Due Date 2007-09-07 Make a Reservation Available for Reserve R Service
No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.312 R332d Accession No. 111400255 Availability Available Due Date Make a Reservation Service B M
No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Sejong Academic Information Center/Science & Technology/ Call Number 006.312 R332d Accession No. 151237040 Availability In loan Due Date 2007-09-07 Make a Reservation Available for Reserve R Service

Contents information

Table of Contents

Contents
1 Introduction
2 Tasks and Data Flow
3 Review of Data Mining Modeling Techniques
4 SAS Macros: A Quick Start
5 Data Acquisition and Integration
6 Integrity Checks
8 Sampling and Partitioning
9 Data Transformations
10 Binning and Reduction of Cardinality
11 Treatment of Missing Values
12 Predictive Power and Variable Reduction I
13 Analysis of Nominal and Ordinal Variables
14 Analysis of Continuous Variables
15 Principal Component Analysis (PCA) 2
16 Factor Analysis
17 Predictive Power and Variable Reduction II
18 Putting it All Together
A Listing of SAS Macros


Information Provided By: : Aladin

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