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| book details |
Multilabel Classification: Problem Analysis, Metrics and Techniques
By (author)
Francisco Herrera
, By (author)
Francisco Charte
, By (author)
Antonio J. Rivera
, By (author)
MarÃa J. del Jesus
| on special |
normal price: R 3,217.95
Price: R 3,056.95
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| book description |
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.
| product details |
Normally shipped |
Available from overseas. Delivery time is 14 - 21 days
Publisher |
Springer International Publishing AG
Published date |
22 Apr 2018
Language |
Format |
Paperback / softback
Pages |
194
Dimensions |
235 x 155 x 0mm (L x W x H)
Weight |
0g
ISBN |
978-3-3198-2269-3
Readership Age |
BISAC |
computers / database management / data mining
| other options |
Normally shipped |
Available from overseas. Usually dispatched in 14 days
Readership Age |
Normal Price |
R 4,614.95
Price |
R 4,383.95
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The Thing at 52
Mr. Ross Montgomery
Hardback
40 pages
was: R 363.95
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The Silent Patient: The record-breaking, multimillion copy Sunday Times bestselling thriller and TikTok sensation
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Paperback / softback
352 pages
was: R 280.95
now: R 252.95
Available from overseas. Dispatched in aprox 4-8 weeks as local supplier is out of stock
With film rights snapped up by an Oscar winning Hollywood production company, rights sold in a world record 43 territories, and rave blurbs from David Baldacci, Lee Child and A.
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Free Your Mind: The new world of manipulation and how to resist it
Laura Dodsworth
Paperback / softback
384 pages
was: R 300.95
now: R 270.95
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The Instant Sunday Times Bestseller Learn how to recognise and resist the daily attempts to control and manipulate your mind.
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