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The Resource C4.5 : programs for machine learning, J. Ross Quinlan

C4.5 : programs for machine learning, J. Ross Quinlan

Label
C4.5 : programs for machine learning
Title
C4.5
Title remainder
programs for machine learning
Statement of responsibility
J. Ross Quinlan
Creator
Subject
Language
eng
http://library.link/vocab/creatorDate
1943-
http://library.link/vocab/creatorName
Quinlan, John Ross
Index
index present
Literary form
non fiction
Series statement
Morgan Kaufmann series in machine learning
http://library.link/vocab/subjectName
  • Machine learning
  • Algorithms
  • Electronic digital computers
Label
C4.5 : programs for machine learning, J. Ross Quinlan
Instantiates
Publication
Contents
  • Preface
  • How To Obtain the C4.5 Software
  • 1.
  • Introduction.
  • p. 1
  • 2.
  • Constructing Decision Trees.
  • p. 17
  • 3.
  • Unknown Attribute Values.
  • p. 27
  • 4.
  • Pruning Decision Trees.
  • p. 35
  • 5.
  • From Trees to Rules.
  • p. 45
  • 6.
  • Windowing.
  • p. 57
  • 7.
  • Grouping Attribute Values.
  • p. 63
  • 8.
  • Interacting with Classification Models.
  • p. 71
  • 9.
  • Guide to Using the System.
  • p. 81
  • 10.
  • Limitations.
  • p. 95
  • 11.
  • Desirable Additions.
  • p. 103
  • Appendix: Program Listings.
  • p. 109
  • References and Bibliography.
  • p. 291
  • Author Index.
  • p. 297
  • Subject Index.
  • p. 299
Control code
e20000463869
Extent
x, 302 p.
Isbn
9781558602380
Lccn
lc92032653
Other physical details
ill.
Label
C4.5 : programs for machine learning, J. Ross Quinlan
Publication
Contents
  • Preface
  • How To Obtain the C4.5 Software
  • 1.
  • Introduction.
  • p. 1
  • 2.
  • Constructing Decision Trees.
  • p. 17
  • 3.
  • Unknown Attribute Values.
  • p. 27
  • 4.
  • Pruning Decision Trees.
  • p. 35
  • 5.
  • From Trees to Rules.
  • p. 45
  • 6.
  • Windowing.
  • p. 57
  • 7.
  • Grouping Attribute Values.
  • p. 63
  • 8.
  • Interacting with Classification Models.
  • p. 71
  • 9.
  • Guide to Using the System.
  • p. 81
  • 10.
  • Limitations.
  • p. 95
  • 11.
  • Desirable Additions.
  • p. 103
  • Appendix: Program Listings.
  • p. 109
  • References and Bibliography.
  • p. 291
  • Author Index.
  • p. 297
  • Subject Index.
  • p. 299
Control code
e20000463869
Extent
x, 302 p.
Isbn
9781558602380
Lccn
lc92032653
Other physical details
ill.

Library Locations

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      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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