TY  - GEN 
AU  - Baldomero Naranjo, Marta
AU  - Martínez Merino, Luisa Isabel
AU  - Rodríguez Chía, Antonio Manuel
A4  - Estadística e Investigación Operativa
PY  - 2021
SN  - 0957-4174
UR  - http://hdl.handle.net/10498/31346
AB  - This paper proposes a robust classification model, based on support vector machine (SVM), which simultaneously deals with outliers detection and feature selection. The classifier is built considering the ramp loss margin error and it includes a budget...
LA  - eng
PB  - Elsevier
KW  - Data Science
KW  - Classification
KW  - Support Vector Machine
KW  - Outliers Detection
KW  - Feature selection
KW  - Mixed Integer Programming
TI  - A robust SVM-based approach with feature selection and outliers detection for classification problems
DO  - https://doi.org/10.1016/j.eswa.2021.115017
ER  -