An Improved Predictive Accuracy Bound for Averaging Classifiers Export

@inproceedings{citeulike:4287302, address = {San Francisco, CA, USA}, author = {Langford, John and Seeger, Matthias and Megiddo, Nimrod}, booktitle = {ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning}, citeulike-article-id = {4287302}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=655657}, comment = {Has a good discussion that uses some intermediary special cases to build up intuition for the main result.}, isbn = {1-55860-778-1}, keywords = {bounds, classification, margin, pac-bayes, theory}, pages = {290--297}, posted-at = {2009-04-08 12:32:59}, priority = {5}, publisher = {Morgan Kaufmann Publishers Inc.}, title = {An Improved Predictive Accuracy Bound for Averaging Classifiers}, url = {http://portal.acm.org/citation.cfm?id=655657}, year = {2001} }

TY - CONF ID - citeulike:4287302 L3 - citeulike-article-id:4287302 SN - 1-55860-778-1 AD - San Francisco, CA, USA EP - 297 TI - An Improved Predictive Accuracy Bound for Averaging Classifiers PB - Morgan Kaufmann Publishers Inc. T2 - ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning SP - 290 KW - bounds KW - classification KW - margin KW - pac-bayes KW - theory N1 - Has a good discussion that uses some intermediary special cases to build up intuition for the main result. AU - Langford, John AU - Seeger, Matthias AU - Megiddo, Nimrod PY - 2001/// UR - http://portal.acm.org/citation.cfm?id=655657 ER -