Formulations of Support Vector Machines: A Note from an Optimization Point of View
Work
Year: 2001
Type: article
Abstract: In this article, we discuss issues about formulations of support vector machines (SVM) from an optimization point of view. First, SVMs map training data into a higher- (maybe infinite-) dimensional sp... more
Source: Neural Computation
Author ChihâJen Lin
Institution National Taiwan University
Cites: 17
Cited by: 100
Related to: 10
FWCI: 3.324
Citation percentile (by year/subfield): 98.42
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Peace, justice, and strong institutions
Open Access status: green