HOME > Detail View

Detail View

Data mining : practical machine learning tools and techniques 2nd ed

Data mining : practical machine learning tools and techniques 2nd ed (Loan 41 times)

Material type
단행본
Personal Author
Witten, I. H. (Ian H.) Frank, Eibe.
Title Statement
Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank.
판사항
2nd ed.
Publication, Distribution, etc
Amsterdam ;   Boston, MA :   Morgan Kaufman ,   2005.  
Physical Medium
xxxi, 525 p. : ill. ; 24 cm.
Series Statement
Morgan Kaufmann series in data management systems
ISBN
0120884070 9780120884070
Bibliography, Etc. Note
Includes bibliographical references (p. 485-503) and index.
Subject Added Entry-Topical Term
Data mining.
000 00963camuu22002894a 4500
001 000045205840
005 20080428135841
008 050303s2005 ne a b 001 0 eng
010 ▼a 2005043385
020 ▼a 0120884070
020 ▼a 9780120884070
040 ▼a DLC ▼c DLC ▼d DLC ▼d 211009
042 ▼a pcc
050 0 0 ▼a QA76.9.D343 ▼b W58 2005
082 0 4 ▼a 006.312 ▼2 22
090 ▼a 006.312 ▼b W829d2
100 1 ▼a Witten, I. H. ▼q (Ian H.)
245 1 0 ▼a Data mining : ▼b practical machine learning tools and techniques / ▼c Ian H. Witten, Eibe Frank.
250 ▼a 2nd ed.
260 ▼a Amsterdam ; ▼a Boston, MA : ▼b Morgan Kaufman , ▼c 2005.
300 ▼a xxxi, 525 p. : ▼b ill. ; ▼c 24 cm.
440 0 ▼a Morgan Kaufmann series in data management systems
504 ▼a Includes bibliographical references (p. 485-503) and index.
650 0 ▼a Data mining.
700 1 ▼a Frank, Eibe.
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 W829d2 Accession No. 111468074 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.312 W829d2 Accession No. 121115995 Availability Available Due Date Make a Reservation Service B M
No. 3 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.312 W829d2 Accession No. 121190770 Availability Available Due Date Make a Reservation Service B M
No. 4 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.312 W829d2 Accession No. 121190771 Availability Available Due Date Make a Reservation Service B M
No. 5 Location Sejong Academic Information Center/Science & Technology/ Call Number 006.312 W829d2 Accession No. 151232964 Availability Available Due Date Make a Reservation 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 W829d2 Accession No. 111468074 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 Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.312 W829d2 Accession No. 121115995 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.312 W829d2 Accession No. 121190770 Availability Available Due Date Make a Reservation Service B M
No. 3 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.312 W829d2 Accession No. 121190771 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 W829d2 Accession No. 151232964 Availability Available Due Date Make a Reservation Service

Contents information

Table of Contents

Preface

1. What’s it all about?
2. Input: Concepts, instances, attributes
3. Output: Knowledge representation
4. Algorithms: The basic methods
5. Credibility: Evaluating what’s been learned
6. Implementations: Real machine learning schemes
7. Transformations: Engineering the input and output
8. Moving on: Extensions and applications

Part II: The Weka machine learning workbench

9. Introduction to Weka
10. The Explorer
11. The Knowledge Flow interface
12. The Experimenter
13. The command-line interface
14. Embedded machine learning
15. Writing new learning schemes

References
Index


Information Provided By: : Aladin

New Arrivals Books in Related Fields

Baumer, Benjamin (2021)
데이터분석과인공지능활용편찬위원회 (2021)
Harrison, Matt (2021)