Multilabel Classification

Problem Analysis, Metrics and Techniques

Autor: FRANCISCO HERRERA

Limbă:

Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

Expediem în 5-8 zile

551.94 lei

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

Informații despre carte

Autor

FRANCISCO HERRERA

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

194

EAN

9783319822693

ISBN

9783319822693

Enbook ID

19415766

Editura

Springer International Publishing AG

Greutate

3285

Dimensiuni

155 x 235 x 12

Descriere completă

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.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Multilabel Classification

Problem Analysis, Metrics and Techniques

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și