{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T23:37:52Z","timestamp":1725493072111},"publisher-location":"Berlin, Heidelberg","reference-count":10,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540440741"},{"type":"electronic","value":"9783540460848"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2002]]},"DOI":"10.1007\/3-540-46084-5_95","type":"book-chapter","created":{"date-parts":[[2007,10,19]],"date-time":"2007-10-19T12:20:51Z","timestamp":1192796451000},"page":"583-588","source":"Crossref","is-referenced-by-count":1,"title":["Lower Bounds for Training and Leave-One-Out Estimates of the Generalization Error"],"prefix":"10.1007","author":[{"given":"Gerald","family":"Gavin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olivier","family":"Teytaud","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2002,8,21]]},"reference":[{"key":"95_CR1","doi-asserted-by":"crossref","unstructured":"M. Anthony, P.L. Bartlett, Neural Network Learning: Theoretical Foundations, Cambridge University Press, 1999.","DOI":"10.1017\/CBO9780511624216"},{"key":"95_CR2","doi-asserted-by":"crossref","unstructured":"M. Anthony, S.B. Holden, Cross-Validation for Binary Classification by Real-Valued Functions: Theoretical Analysis, Proceedings of the Eleventh International Conference on Computational Learing Theory, pp. 218\u2013229, 1998.","DOI":"10.1145\/279943.279987"},{"key":"95_CR3","doi-asserted-by":"crossref","unstructured":"A. Blum, A. Kalai, J. Langford. Beating the hold-out: Bounds for k-fold and progressive cross-validation. Proceedings of the Twelfth International Conference on Computational Learning Theory, 1999.","DOI":"10.1145\/307400.307439"},{"key":"95_CR4","doi-asserted-by":"crossref","unstructured":"L. Devroye, L. Gyorfi, G. Lugosi, A probabilistic theory of pattern recognition, 1996.","DOI":"10.1007\/978-1-4612-0711-5"},{"key":"95_CR5","doi-asserted-by":"crossref","unstructured":"G. Gavin, O. Teytaud, Lower bounds for Empirical, cross-validation and Leave-One-Out estimates of the generalization error, research report, 2002.","DOI":"10.1007\/3-540-46084-5_95"},{"key":"95_CR6","doi-asserted-by":"crossref","unstructured":"P.M. Long, The Complexity of Learning According to Two Models of a Drifting Environment, Proceedings of the eleventh Annual Conference on Computational Learning Theory, 116\u2013125, ACM press, 1998.","DOI":"10.1145\/279943.279968"},{"key":"95_CR7","volume-title":"Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross Validation","author":"M. Kearns","year":"1997","unstructured":"M. Kearns, D. Ron, Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross Validation, AT& T Labs research Murray Hill, New Jersey and MIT Cambridge, MA, 1997."},{"key":"95_CR8","doi-asserted-by":"publisher","first-page":"1041","DOI":"10.1214\/aop\/1176993141","volume":"4","author":"K. Alexander","year":"1984","unstructured":"K. Alexander, Probabilities Inequalities for Empirical Processes and a Law of the Iterated Logarithm, Annals of Probability, volume 4, pp. 1041\u20131067, 1984","journal-title":"Annals of Probability"},{"issue":"1","key":"95_CR9","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1214\/aop\/1176988847","volume":"22","author":"M. Talagrand","year":"1994","unstructured":"M. Talagrand, Sharper Bounds for Gaussian and Empirical Processes, The Annals of Probability, 22(1), 28\u201376, 1994","journal-title":"The Annals of Probability"},{"key":"95_CR10","unstructured":"V.N. Vapnik, Estimation of Dependences Based on Empirical Data, 1982."}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2014 ICANN 2002"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-46084-5_95","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,3]],"date-time":"2019-05-03T21:36:06Z","timestamp":1556919366000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-46084-5_95"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002]]},"ISBN":["9783540440741","9783540460848"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/3-540-46084-5_95","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2002]]}}}