COMPARISON BETWEEN SVM AND LOGISTIC REGRESSION: WHICH ONE IS BETTER TO DISCRIMINATE? COMPARACIÓN ENTRE SVM Y REGRESIÓN LOGÍSTICA: ¿CUÁL ES MÁS RECOMENDABLE PARA DISCRIMINAR?

COMPARISON BETWEEN SVM AND LOGISTIC REGRESSION: WHICH ONE IS BETTER TO DISCRIMINATE? COMPARACIÓN ENTRE SVM Y REGRESIÓN LOGÍSTICA: ¿CUÁL ES MÁS RECOMENDABLE PARA DISCRIMINAR?

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: Salazar Diego Alejandro, Vélez Jorge Iván, Salazar Juan Carlos
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2012-07-01
Series:Revista Colombiana de Estadística
Subjects:
Classification
Genetics
Logistic regression
Simulation
Support vector machines
Online Access:http://www.revistas.unal.edu.co/index.php/estad/article/view/30268

Internet

http://www.revistas.unal.edu.co/index.php/estad/article/view/30268

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