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Multilabel Classification: Problem Analysis, Metrics and Techniques book cover by Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus
Hardcover

Multilabel Classification: Problem Analysis, Metrics and Techniques

by Francisco Herrera, Francisco Charte, Antonio J. Rivera and María J. del Jesus

$96.79 / copy at 25+ copies As low as $94.59 at 100+Your best volume price

Hardcover · 194 pages Springer International Publishing · 2016

Format

Hardcover
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About the book

Multilabel Classification

This book offers a comprehensive review of multilabel techniques widely used to classify and label texts, pictures, videos and music in the Internet. A deep review of the specialized literature on the field includes the available software needed to work with this kind of data. It provides the user with the software tools needed to deal with multilabel data, as well as step by step instruction on how to use them. The main topics covered are:

• The special characteristics of multi-labeled data and the metrics available to measure them.
• The importance of taking advantage of label correlations to improve the results.
• The different approaches followed to face multi-label classification.
• The preprocessing techniques applicable to multi-label datasets.
• The available software tools to work with multi-label data.

This book is beneficial for professionals and researchers in a variety of fields because of the wide range of potential applications for multilabel classification. Besides its multiple applications to classify different types of online information, it is also useful in many other areas, such as genomics and biology. No previous knowledge about the subject is required. The book introduces all the needed concepts to understand multilabel data characterization, treatment and evaluation.



The book, Multilabel Classification: Problem Analysis, Metrics and Techniques [Bulk, Wholesale, Quantity] ISBN#9783319411101 in Hardcover by Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Authors
Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus
Format
Hardcover
Published
Aug 22, 2016
ISBN-13
9783319411101
Pages
194
Printing
Printed on demand
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Multilabel Classification in bulk: pricing

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CopiesPrice per copyYou save
25 – 49 $96.79 12% off list
50 – 99 $95.69 13% off list
100+ $94.59 14% off list
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