Coverart for item
The Resource Machine learning in non-stationary environments : introduction to covariate shift adaptation, Masashi Sugiyama and Motoaki Kawanabe, (electronic book)

Machine learning in non-stationary environments : introduction to covariate shift adaptation, Masashi Sugiyama and Motoaki Kawanabe, (electronic book)

Label
Machine learning in non-stationary environments : introduction to covariate shift adaptation
Title
Machine learning in non-stationary environments
Title remainder
introduction to covariate shift adaptation
Statement of responsibility
Masashi Sugiyama and Motoaki Kawanabe
Creator
Contributor
Subject
Language
eng
Summary
This volume focuses on a specific non-stationary environment known as covariate shift, in which the distributions of inputs (queries) changes but the conditional distributions of outputs (answers) is unchanged, and presents machine learning theory algorithms, and applications to overcome this variety of non-stationarity
Member of
Cataloging source
N$T
http://library.link/vocab/creatorDate
1974-
http://library.link/vocab/creatorName
Sugiyama, Masashi
Dewey number
006.3/1
Illustrations
illustrations
Index
index present
LC call number
Q325.5
LC item number
.S845 2012eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Kawanabe, Motoaki
Series statement
Adaptive computation and machine learning
http://library.link/vocab/subjectName
Machine learning
Label
Machine learning in non-stationary environments : introduction to covariate shift adaptation, Masashi Sugiyama and Motoaki Kawanabe, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
IEEEMIT784949353
Dimensions
unknown
Extent
1 online resource (xiv, 261 p.)
File format
unknown
Form of item
online
Isbn
9780262301220
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9786613594457
Other physical details
ill.
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote
System control number
ocn784949353
Label
Machine learning in non-stationary environments : introduction to covariate shift adaptation, Masashi Sugiyama and Motoaki Kawanabe, (electronic book)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
IEEEMIT784949353
Dimensions
unknown
Extent
1 online resource (xiv, 261 p.)
File format
unknown
Form of item
online
Isbn
9780262301220
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9786613594457
Other physical details
ill.
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote
System control number
ocn784949353

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