Multilabel Classification

Problem Analysis, Metrics and Techniques

Autor: FRANCISCO HERRERA

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

2 286 Kč

This book offers a comprehensive review of multilabel techniques widely used to classify and label t...

Informace o knize

Autor

FRANCISCO HERRERA

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

194

EAN

9783319822693

ISBN

9783319822693

Enbook ID

19415766

Vydavatel

Springer International Publishing AG

Hmotnost

3285

Rozměry

155 x 235 x 12

Kompletní popis

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.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Multilabel Classification

Problem Analysis, Metrics and Techniques

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také