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C4.5 : programs for machine learning

C4.5 : programs for machine learning

Material type
단행본
Personal Author
Quinlan, J. R. (John Ross) , 1943-.
Title Statement
C4.5 : programs for machine learning / J. Ross Quinlan.
Publication, Distribution, etc
San Mateo, Calif. :   Morgan Kaufmann Publishers ,   c1993.  
Physical Medium
x, 302 p. : ill. ; 24 cm.
Series Statement
The Morgan Kaufmann series in machine learning
ISBN
1558602380
Bibliography, Etc. Note
Includes bibliographical references (p. 291-296) and indexes.
Subject Added Entry-Topical Term
Machine learning. Algorithms. Computer programming.
000 00928camuu2200277 a 4500
001 000045289991
005 20060831114425
008 060831s1993 caua b 001 0 eng
010 ▼a 92032653
020 ▼a 1558602380
035 ▼a (KERIS)REF000004864648
040 ▼a DLC ▼c DLC ▼d DLC ▼d 211009
050 0 0 ▼a Q325.5 ▼b .Q56 1993
082 0 0 ▼a 006.3/1 ▼2 20
090 ▼a 006.31 ▼b Q7c
100 1 ▼a Quinlan, J. R. ▼q (John Ross) , ▼d 1943-.
245 1 0 ▼a C4.5 : ▼b programs for machine learning / ▼c J. Ross Quinlan.
260 ▼a San Mateo, Calif. : ▼b Morgan Kaufmann Publishers , ▼c c1993.
300 ▼a x, 302 p. : ▼b ill. ; ▼c 24 cm.
440 4 ▼a The Morgan Kaufmann series in machine learning
504 ▼a Includes bibliographical references (p. 291-296) and indexes.
650 0 ▼a Machine learning.
650 0 ▼a Algorithms.
650 0 ▼a Computer programming.
945 ▼a KINS

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.31 Q7c Accession No. 111376948 Availability Available Due Date Make a Reservation Service B M

Contents information

Author Introduction

J. Ross Quinlan(지은이)

Information Provided By: : Aladin

Table of Contents

1 Introduction
2 Constructing Decision Trees
3 Unknown Attribute Values
4 Pruning Decision Trees
5 From Trees to Rules
6 Windowing
7 Grouping Attribute Values
8 Interacting with Classification Models
9 Guide to Using the System
10 Limitations
11 Desirable Additions
Appendix: Program Listings


Information Provided By: : Aladin

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