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Support Vector Machines For Pattern Classification


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Author by : Shigeo Abe
Languange Used : en
Release Date : 2006-03-30
Publisher by : Springer Science & Business Media

I was shocked to see a student’s report on performance comparisons between support vector machines (SVMs) and fuzzy classi?ers that we had developed withourbestendeavors.Classi?cationperformanceofou

Support Vector Machines For Pattern Classification


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Author by : Shigeo Abe
Languange Used : en
Release Date : 2010-07-23
Publisher by : Springer Science & Business Media

A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and funct

Support Vector Machines And Perceptrons


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Author by : M.N. Murty
Languange Used : en
Release Date : 2016-08-16
Publisher by : Springer

This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including

Learning To Classify Text Using Support Vector Machines


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Author by : Thorsten Joachims
Languange Used : en
Release Date : 2012-12-06
Publisher by : Springer Science & Business Media

Based on ideas from Support Vector Machines (SVMs), Learning To Classify Text Using Support Vector Machines presents a new approach to generating text classifiers from examples. The approach combines