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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yun-Chao Bai Ming-Hu Ha Jun-Hua Li |
| Copyright Year | 2006 |
| Description | Author affiliation: Coll. of Econ. Sci., Hebei Univ., Baoding (Yun-Chao Bai) |
| Abstract | In this paper, the idea of the structural risk minimization (SRM) on credibility space is presented; two theorems are proven to answer two questions: is the structural risk minimization principle consistent on credibility space? (Does the risk for the functions chosen according to this principle converge to the smallest possible risk for the set S with increasing amount of observations?) What is the bound on the (asymptotic) rate of convergence? |
| Sponsorship | IEEE Syst., Man and Cybernetics Hebei Univ. |
| Starting Page | 3643 |
| Ending Page | 3649 |
| File Size | 376152 |
| Page Count | 7 |
| File Format | |
| ISBN | 1424400619 |
| DOI | 10.1109/ICMLC.2006.258586 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2006-08-13 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Risk management Chromium Virtual colonoscopy Convergence Machine learning Educational institutions Distribution functions Mathematics Computer science Fuzzy sets the bounds on the rate of uniform convergence Credibility measure the structural risk minimization principle |
| Content Type | Text |
| Resource Type | Article |
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