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Data mining : practical machine learning tools and techniques / 3rd ed

Data mining : practical machine learning tools and techniques / 3rd ed (Loan 45 times)

Material type
단행본
Personal Author
Witten, I. H. (Ian H.). Hall, Mark A.
Title Statement
Data mining : practical machine learning tools and techniques / Ian H. Witten, Frank Eibe, Mark A. Hall.
판사항
3rd ed.
Publication, Distribution, etc
Burlington, MA :   Morgan Kaufmann,   c2011.  
Physical Medium
xxxiii, 629 p. : ill. ; 24 cm.
기타형태 저록
Online version:   Witten, I.H. (Ian H.).   Data mining.   3rd ed.   Burlington, MA : Morgan Kaufmann, c2011   9780080890364   (211009) 000045943108  
Series Statement
The Morgan Kaufmann series in data management systems
ISBN
9780123748560 (pbk.)
General Note
Online version: Witten, I.H. (Ian H.). Data mining. 3rd ed. Burlington, MA : Morgan Kaufmann, c2011 9780080890364
Subject Added Entry-Topical Term
Data mining.
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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, Frank Eibe, Mark A. Hall.
250 ▼a 3rd ed.
260 ▼a Burlington, MA : ▼b Morgan Kaufmann, ▼c c2011.
300 ▼a xxxiii, 629 p. : ▼b ill. ; ▼c 24 cm.
490 1 ▼a The Morgan Kaufmann series in data management systems
650 0 ▼a Data mining.
700 1 ▼a Hall, Mark A.
776 0 8 ▼i Online version: ▼a Witten, I.H. (Ian H.). ▼t Data mining. ▼b 3rd ed. ▼d Burlington, MA : Morgan Kaufmann, c2011 ▼z 9780080890364 ▼w (211009) 000045943108
830 0 ▼a Morgan Kaufmann series in data management systems.
945 ▼a KLPA

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.312 W829d3 Accession No. 111701932 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.312 W829d3 Accession No. 121212082 Availability Available Due Date Make a Reservation Service B M
No. 3 Location Sejong Academic Information Center/Science & Technology/ Call Number 006.312 W829d3 Accession No. 151309537 Availability Available Due Date Make a Reservation Service
No. 4 Location Sejong Academic Information Center/Science & Technology/ Call Number 006.312 W829d3 Accession No. 151310909 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 W829d3 Accession No. 111701932 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 W829d3 Accession No. 121212082 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 W829d3 Accession No. 151309537 Availability Available Due Date Make a Reservation Service
No. 2 Location Sejong Academic Information Center/Science & Technology/ Call Number 006.312 W829d3 Accession No. 151310909 Availability Available Due Date Make a Reservation Service

Contents information

Table of Contents

PART I: Introduction to Data Mining Ch 1 What's It All About? Ch 2 Input: Concepts, Instances, Attributes Ch 3 Output: Knowledge Representation Ch 4 Algorithms: The Basic Methods Ch 5 Credibility: Evaluating What's Been Learned PART II: Advanced Data Mining

Ch 6 Implementations: Real Machine Learning Schemes Ch 7 Data Transformation Ch 8 Ensemble Learning Ch 9 Moving On: Applications and Beyond PART III: The Weka Data MiningWorkbench Ch 10 Introduction to Weka Ch 11 The Explorer Ch 12 The Knowledge Flow Interface Ch 13 The Experimenter Ch 14 The Command-Line Interface Ch 15 Embedded Machine Learning Ch 16 Writing New Learning Schemes Ch 17 Tutorial Exercises for the Weka Explorer


Information Provided By: : Aladin

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