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Learning to Classify Text Using Support Vector Machines
Language: en
Pages: 218
Authors: Thorsten Joachims
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector Machines presents a new approach to generating text classifie
Learning to Classify Text Using Support Vector Machines
Language: en
Pages: 205
Authors: Thorsten Joachims
Categories:
Type: BOOK - Published: 2002 - Publisher:

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Imbalanced Learning
Language: en
Pages: 222
Authors: Haibo He
Categories: Technology & Engineering
Type: BOOK - Published: 2013-06-07 - Publisher: John Wiley & Sons

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The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learni
Twin Support Vector Machines
Language: en
Pages: 221
Authors: Jayadeva
Categories: Technology & Engineering
Type: BOOK - Published: 2016-10-12 - Publisher: Springer

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This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments for classification and
Rule Extraction from Support Vector Machines
Language: en
Pages: 267
Authors: Joachim Diederich
Categories: Technology & Engineering
Type: BOOK - Published: 2007-12-27 - Publisher: Springer

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Support vector machines (SVMs) are one of the most active research areas in machine learning. SVMs have shown good performance in a number of applications, incl