Coverart for item
The Resource An introduction to machine learning, Miroslav Kubat

An introduction to machine learning, Miroslav Kubat

Label
An introduction to machine learning
Title
An introduction to machine learning
Statement of responsibility
Miroslav Kubat
Creator
Subject
Language
eng
http://library.link/vocab/creatorDate
1958-
http://library.link/vocab/creatorName
Kubat, Miroslav
Dewey number
006.3
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
Machine learning
Label
An introduction to machine learning, Miroslav Kubat
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
A Simple Machine-Learning Task -- Probabilities: Bayesian Classifiers -- Similarities: Nearest-Neighbor Classifiers -- Inter-Class Boundaries: Linear and Polynomial Classifiers -- Artificial Neural Networks -- Decision Trees -- Computational Learning Theory -- A Few Instructive Applications -- Induction of Voting Assemblies -- Some Practical Aspects to Know About -- Performance Evaluation.-Statistical Significance -- The Genetic Algorithm -- Reinforcement learning
Control code
ocn914234625
Dimensions
unknown
Extent
1 online resource (xiii, 291 pages)
File format
unknown
Form of item
online
Isbn
9783319200101
Level of compression
unknown
Note
SpringerLink
Other control number
10.1007/978-3-319-20010-1
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)914234625
Label
An introduction to machine learning, Miroslav Kubat
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
A Simple Machine-Learning Task -- Probabilities: Bayesian Classifiers -- Similarities: Nearest-Neighbor Classifiers -- Inter-Class Boundaries: Linear and Polynomial Classifiers -- Artificial Neural Networks -- Decision Trees -- Computational Learning Theory -- A Few Instructive Applications -- Induction of Voting Assemblies -- Some Practical Aspects to Know About -- Performance Evaluation.-Statistical Significance -- The Genetic Algorithm -- Reinforcement learning
Control code
ocn914234625
Dimensions
unknown
Extent
1 online resource (xiii, 291 pages)
File format
unknown
Form of item
online
Isbn
9783319200101
Level of compression
unknown
Note
SpringerLink
Other control number
10.1007/978-3-319-20010-1
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)914234625

Library Locations

    • InternetBorrow it
      Albany, Auckland, 0632, NZ
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