Téléchargez le livre : Multilabel Classification

Multilabel Classification

Problem Analysis, Metrics and Techniques

de

, , ,

Éditeur :

Springer


Paru le : 2016-08-09



eBook Téléchargement , DRM LCP 🛈 DRM Adobe 🛈
Lecture en ligne (streaming)
96,29 €
Téléchargement immédiat
Dès validation de votre commande
Ajouter à ma liste d'envies
Image Louise Reader présentation

Louise Reader

Lisez ce titre sur l'application Louise Reader.

badge apple Application Louise Reader
badge Android Application Louise Reader
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.
Pages
194 pages
Collection
n.c
Parution
2016-08-09
Marque
Springer
EAN papier
9783319411101
EAN PDF
9783319411118
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
19
Taille du fichier
7936 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
96,29 €
EAN EPUB
9783319411118
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
19
Taille du fichier
3400 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
96,29 €

Suggestions personnalisées