{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T10:14:59Z","timestamp":1773656099742,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":10,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540677048","type":"print"},{"value":"9783540450146","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2000]]},"DOI":"10.1007\/3-540-45014-9_6","type":"book-chapter","created":{"date-parts":[[2007,10,25]],"date-time":"2007-10-25T19:19:51Z","timestamp":1193339991000},"page":"67-76","source":"Crossref","is-referenced-by-count":16,"title":["A Mathematically Rigorous Foundation for Supervised Learning"],"prefix":"10.1007","author":[{"given":"Eugene M.","family":"Kleinberg","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2000,12,1]]},"reference":[{"key":"6_CR1","first-page":"123","volume":"24","author":"L. Breiman","year":"1996","unstructured":"L. Breiman, Bagging Predictors, Machine Learning, 24, 1996, pp. 123\u2013140.","journal-title":"Machine Learning"},{"key":"6_CR2","unstructured":"D. Chen, Statistical Estimates for Kleinberg\u2019s Method of Stochastic Discrimination, Ph.D. Thesis, SUNY\/Buffalo, 1998."},{"key":"6_CR3","unstructured":"Y. Freund, R. E. Schapire, Experiments with a New Boosting Algorithm, Proceedings of the Thirteenth International Conference on Machine Learning, Bari, Italy, July 3\u20136, 1996, pp. 148\u2013156."},{"key":"6_CR4","unstructured":"T. K. Ho, Random Decision Forests, Proc. of the 3rd Int\u2019l Conference on Document Analysis and Recognition, Montreal, Canada, 1995, pp. 278\u2013282."},{"key":"6_CR5","doi-asserted-by":"crossref","unstructured":"E. M. Kleinberg, Stochastic Discrimination, Annals of Mathematics and Artificial Intelligence, 1990, pp. 207\u2013239.","DOI":"10.1007\/BF01531079"},{"key":"6_CR6","doi-asserted-by":"crossref","unstructured":"E. M. Kleinberg, An Overtraining-Resistant Stochastic Modeling Method for Pattern Recognition, Annals of Statistics, 1996, pp. 2319\u20132349.","DOI":"10.1214\/aos\/1032181157"},{"key":"6_CR7","doi-asserted-by":"crossref","unstructured":"E. M. Kleinberg, On the Algorithmic Implementation of Stochastic Discrimination, IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear.","DOI":"10.1109\/34.857004"},{"key":"6_CR8","unstructured":"E. M. Kleinberg, A Note on the Mathematics Underlying Boosting, preprint, to appear."},{"key":"6_CR9","unstructured":"D. Michie, D. Spiegelhalter, C. C. Taylor, Machine Learning, Neural and Statistical Classification, Ellis Horwood, 1994."},{"key":"6_CR10","unstructured":"R. Quinlan, C4.5: Programs for Machine Learning, Morgan Kaufmann, Oct 1993."}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-45014-9_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,4]],"date-time":"2019-05-04T00:53:11Z","timestamp":1556931191000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-45014-9_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000]]},"ISBN":["9783540677048","9783540450146"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/3-540-45014-9_6","relation":{},"ISSN":["0302-9743"],"issn-type":[{"value":"0302-9743","type":"print"}],"subject":[],"published":{"date-parts":[[2000]]}}}