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The Resource Data mining algorithms in C++ : data patterns and algorithms for modern applications, Timothy Masters

Data mining algorithms in C++ : data patterns and algorithms for modern applications, Timothy Masters

Label
Data mining algorithms in C++ : data patterns and algorithms for modern applications
Title
Data mining algorithms in C++
Title remainder
data patterns and algorithms for modern applications
Statement of responsibility
Timothy Masters
Creator
Author
Subject
Language
eng
Summary
Find the various relationships among variables that can be present in big data as well as other data sets. This book also covers information entropy, permutation tests, combinatorics, predictor selections, and eigenvalues to give you a well-rounded view of data mining and algorithms in C++. Furthermore, Data Mining Algorithms in C++ includes classic techniques that are widely available in standard statistical packages, such as maximum likelihood factor analysis and varimax rotation. After reading and using this book, you'll come away with many code samples and routines that can be repurposed into your own data mining tools and algorithms toolbox. This will allow you to integrate these techniques in your various data and analysis projects. You will: Discover useful data mining techniques and algorithms using the C++ programming language Carry out permutation tests Work with the various relationships and screening types for these relationships Master predictor selections Use the DATAMINE program
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Masters, Timothy
Dewey number
006.3/12
Index
index present
LC call number
QA76.9.D343
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Data mining
  • Computer algorithms
  • C++ (Computer program language)
Label
Data mining algorithms in C++ : data patterns and algorithms for modern applications, Timothy Masters
Instantiates
Publication
Copyright
Note
Includes index
Antecedent source
unknown
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
Contents
1. Information and Entropy -- 2. Screening for Relationships -- 3. Displaying Relationship Anomalies -- 4. Fun With Eigenvectors -- 5. Using the DATAMINE Program
Control code
SPR1015952332
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781484233153
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-3315-3
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000933
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1015952332
  • (OCoLC)1015952332
Label
Data mining algorithms in C++ : data patterns and algorithms for modern applications, Timothy Masters
Publication
Copyright
Note
Includes index
Antecedent source
unknown
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
Contents
1. Information and Entropy -- 2. Screening for Relationships -- 3. Displaying Relationship Anomalies -- 4. Fun With Eigenvectors -- 5. Using the DATAMINE Program
Control code
SPR1015952332
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781484233153
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-3315-3
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000933
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1015952332
  • (OCoLC)1015952332

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