Synopsis
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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Herrera:Multilabel Classification (eng)
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Multilabel Classification
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 fieldsbecause 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. 212 pp. Englisch. Seller Inventory # 9783319822693
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Multilabel Classification
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Covers key concepts of multilabel data characterization, treatment, and evaluationEquips the reader with all the software tools needed to handle multilabel data, including step-by-step instructions for useProvide. Seller Inventory # 448756921
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Multilabel Classification | Problem Analysis, Metrics and Techniques
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Taschenbuch. Condition: Neu. Multilabel Classification | Problem Analysis, Metrics and Techniques | Francisco Herrera (u. a.) | Taschenbuch | xvi | Englisch | 2018 | Springer | EAN 9783319822693 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Seller Inventory # 114237298
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Multilabel Classification
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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:Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 212 pp. Englisch. Seller Inventory # 9783319822693
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Multilabel Classification : Problem Analysis, Metrics and Techniques
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 fieldsbecause 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. Seller Inventory # 9783319822693
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