{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T05:34:56Z","timestamp":1773725696606,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540644170","type":"print"},{"value":"9783540697817","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1998]]},"DOI":"10.1007\/bfb0026682","type":"book-chapter","created":{"date-parts":[[2005,11,19]],"date-time":"2005-11-19T08:27:35Z","timestamp":1132388855000},"page":"131-136","source":"Crossref","is-referenced-by-count":89,"title":["Pruning decision trees with misclassification costs"],"prefix":"10.1007","author":[{"given":"Jeffrey P.","family":"Bradford","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Clayton","family":"Kunz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ron","family":"Kohavi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cliff","family":"Brunk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carla E.","family":"Brodley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2005,6,16]]},"reference":[{"key":"18_CR1","doi-asserted-by":"crossref","unstructured":"Bradford, J. P., Kunz, C., Kohavi, R., Brunk, C. & Brodley, C. E. (1998), Pruning decision trees with misclassification costs (long). http:\/\/robotics.stanford.edu\/\u2248ronnyk\/prune-long.ps.gz.","DOI":"10.1007\/BFb0026682"},{"key":"18_CR2","unstructured":"Breiman, L., Friedman, J. H., Olshen, R. A. & Stone, C. J. (1984), Classification and Regression Trees, Wadsworth International Group."},{"key":"18_CR3","unstructured":"Cestnik, B. (1990), Estimating probabilities: A crucial task in machine learning, in L. C. Aiello, ed., \u2018Proceedings of the ninth European Conference on Artificial Intelligence', pp. 147\u2013149."},{"issue":"9","key":"18_CR4","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.310684","volume":"16","author":"B. A. Draper","year":"1994","unstructured":"Draper, B. A., Brodley, C. E. & Utgoff, P. E. (1994), \u2018Goal-directed classification using linear machine decision trees', IEEE Transactions on Pattern Analysis and Machine Intelligence 16(9), 888\u2013893.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"18_CR5","unstructured":"Good, I. J. (1965), The Estimation of Probabilities: An Essay on Modern Bayesian Methods, M.I.T. Press."},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Kohavi, R., Sommerfield, D. & Dougherty, J. (1996), Data mining using MCC++: A machine learning library in C++, in \u2018Tools with Artificial Intelligence', IEEE Computer Society Press, pp. 234\u2013245. http:\/\/www.sgi.com\/Technology\/mlc.","DOI":"10.1109\/TAI.1996.560457"},{"key":"18_CR7","unstructured":"Merz, C. J. & Murphy, P. M. (1997), UCI repository of machine learning databases. http:\/\/www.ics.uci.edu\/\u2248mlearn\/MLRepository.html."},{"key":"18_CR8","unstructured":"Oates, T. & Jansen, D. (1997), The effects of training set size on decision tree complexity, in D. Fisher, ed., \u2018Machine Learning: Proceedings of the Fourteenth International Conference', Morgan Kaufmann, pp. 254\u2013262."},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Pazzani, M., Merz, C., Murphy, P., Ali, K., Hume, T. & Brunk, C. (1994), Reducing misclassification costs, in \u2018Machine Learning: Proceedings of the Eleventh International Conference', Morgan Kaufmann.","DOI":"10.1016\/B978-1-55860-335-6.50034-9"},{"key":"18_CR10","unstructured":"Quinlan, J. R. (1993), C4.5: Programs for Machine Learning, Morgan Kaufmann, San Mateo, California."},{"key":"18_CR11","unstructured":"Turney, P. (1997), Cost-sensitive learning. http:\/\/ai.iit.nrc.ca\/bibliographies\/cost-sensitive.html."}],"container-title":["Lecture Notes in Computer Science","Machine Learning: ECML-98"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BFb0026682","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,5]],"date-time":"2025-01-05T19:03:58Z","timestamp":1736103838000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BFb0026682"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1998]]},"ISBN":["9783540644170","9783540697817"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/bfb0026682","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[1998]]}}}