Benchmarking Support Vector Machines

Support Vector Machines (SVMs) are rarely benchmarked against other classification or regression methods. We compare a popular SVM implementation (libsvm) to 16 classification methods and 9 regression methods-all accessible through the software R-by the means of standard performance measures (classi...

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Bibliographic Details
Main Authors: Meyer, David, Leisch, Friedrich, Hornik, Kurt
Format: Others
Language:en
Published: SFB Adaptive Information Systems and Modelling in Economics and Management Science, WU Vienna University of Economics and Business 2002
Subjects:
Online Access:http://epub.wu.ac.at/1578/1/document.pdf