IEEE - Institute of Electrical and Electronics Engineers, Inc. - Large-Scale Twin Parametric Support Vector Machine Using Pinball Loss Function

Author(s): Sweta Sharma ; Reshma Rastogi ; Suresh Chandra
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 17
ISSN (Electronic): 2168-2232
ISSN (Paper): 2168-2216
DOI: 10.1109/TSMC.2019.2896642
Regular:

Traditional hinge loss function-based large-scale support vector machine (SVM) algorithms tend to perform poorly in the presence of noise, especially when the model is trained incrementally. In... View More

Advertisement