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On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods

Title data

Christmann, Andreas ; Hable, Robert:
On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods.
Cornell University Library, arXiv : Cornell University Library , 2013 . - 13 p.

Official URL: Volltext

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Item Type: Preprint, postprint
Keywords: boostrap; support vector machine; SVM; kernel based methods; consistency;
consistency of empirical bootstrap; functional delta method
Institutions of the University: Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics VII - Stochastics
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics VII - Stochastics > Chair Mathematics VII - Stochastics - Univ.-Prof. Dr. Andreas Christmann
Faculties
Faculties > Faculty of Mathematics, Physics und Computer Science
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics
Result of work at the UBT: Yes
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
300 Social sciences > 310 Statistics
500 Science > 510 Mathematics
Date Deposited: 19 Oct 2015 06:18
Last Modified: 21 Mar 2019 09:08
URI: https://eref.uni-bayreuth.de/id/eprint/20515