IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Doubly Sparse Multiclass Support Vector Machine With Simultaneous Feature and Sample Screening

Author(s): Xinying Pang ; Yitian Xu ; Xinshuang Xiao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 15
ISSN (Electronic): 2168-2232
ISSN (Paper): 2168-2216
DOI: 10.1109/TSMC.2020.2964718
Regular:

KSVCR is an effective algorithm to handle multiclass problems. But it cannot do variable selection and is time-consuming on large datasets. In this article, we propose a doubly sparse multiclass... View More

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