Statistical behavior and consistency of classification methods based on convex risk minimization
Work
Year: 2004
Type: article
Abstract: We study how closely the optimal Bayes error rate can be approximately reached using a classification algorithm that computes a classifier by minimizing a convex upper bound of the classification erro... more
Source: The Annals of Statistics
Author Tong Zhang
Cites: 19
Cited by: 698
Related to: 10
FWCI: 40.04
Citation percentile (by year/subfield): 100
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Life below water
Open Access status: bronze