Comparison between SVM and Logistic Regression: Which One is Better to Discriminate?

The classification of individuals is a common problem in applied statistics. If X is a data set corresponding to a sample from an specific population in which observations belong to g different categories, the goal of classification methods is to determine to which of them a new observation will bel...

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Bibliographic Details
Main Authors: DIEGO ALEJANDRO SALAZAR, JORGE IVÁN VÉLEZ, JUAN CARLOS SALAZAR
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2012-06-01
Series:Revista Colombiana de Estadística
Subjects:
Online Access:http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0120-17512012000200003&lng=en&tlng=en