Combining Pattern Classifiers: Methods and Algorithms (Hardback)
  • Combining Pattern Classifiers: Methods and Algorithms (Hardback)
zoom

Combining Pattern Classifiers: Methods and Algorithms (Hardback)

(author)
£86.50
Hardback 384 Pages / Published: 21/10/2014
  • We can order this

Usually dispatched within 1 week

  • This item has been added to your basket
A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition The art and science of combining pattern classifiers has flourished into a prolific discipline since the first edition of Combining Pattern Classifiers was published in 2004. Dr. Kuncheva has plucked from the rich landscape of recent classifier ensemble literature the topics, methods, and algorithms that will guide the reader toward a deeper understanding of the fundamentals, design, and applications of classifier ensemble methods. Thoroughly updated, with MATLAB® code and practice data sets throughout, Combining Pattern Classifiers includes: * Coverage of Bayes decision theory and experimental comparison of classifiers * Essential ensemble methods such as Bagging, Random forest, AdaBoost, Random subspace, Rotation forest, Random oracle, and Error Correcting Output Code, among others * Chapters on classifier selection, diversity, and ensemble feature selection With firm grounding in the fundamentals of pattern recognition, and featuring more than 140 illustrations, Combining Pattern Classifiers, Second Edition is a valuable reference for postgraduate students, researchers, and practitioners in computing and engineering.

Publisher: John Wiley & Sons Inc
ISBN: 9781118315231
Number of pages: 384
Weight: 762 g
Dimensions: 239 x 163 x 31 mm
Edition: 2nd Edition

You may also be interested in...

Sentiment Analysis and Opinion Mining
Added to basket
The Sciences of the Artificial
Added to basket
AI for Game Developers
Added to basket
The Soar Cognitive Architecture
Added to basket
Machine Learning
Added to basket
£37.99
Paperback
Reinforcement Learning
Added to basket
The Singularity Is Near
Added to basket
Probabilistic Graphical Models
Added to basket
The Elements of Statistical Learning
Added to basket
How Intelligence Happens
Added to basket
Essentials of Game Theory
Added to basket
Algorithms for Reinforcement Learning
Added to basket
Understanding Beliefs
Added to basket
Statistical Pattern Recognition
Added to basket

Reviews

Please sign in to write a review

Your review has been submitted successfully.