IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality

Author(s): Shounak Datta ; Swagatam Das
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 7
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2018.2869298
Regular:

Support vector machines (SVMs) seek to optimize three distinct objectives: maximization of margin, minimization of regularization from the positive class, and minimization of regularization from... View More

Advertisement