Multilabel Classification : Problem Analysis, Metrics and Techniques
1st ed. 2016
Book Details
Format
Hardback or Cased Book
ISBN-10
3319411101
ISBN-13
9783319411101
Edition
1st ed. 2016
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
CH
Country of Publication
GB
Publication Date
Aug 22nd, 2016
Print length
194 Pages
Product Classification:
Data miningArtificial intelligenceArtificial intelligence (AI)
Ksh 16,200.00
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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.
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