{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T07:22:55Z","timestamp":1778311375548,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540201212","type":"print"},{"value":"9783540398578","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-39857-8_23","type":"book-chapter","created":{"date-parts":[[2010,6,28]],"date-time":"2010-06-28T04:07:15Z","timestamp":1277698035000},"page":"241-252","source":"Crossref","is-referenced-by-count":57,"title":["Logistic Model Trees"],"prefix":"10.1007","author":[{"given":"Niels","family":"Landwehr","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Hall","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eibe","family":"Frank","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"23_CR1","unstructured":"Blake, C.L., Merz, C.J.: UCI repository of machine learning databases (1998), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"23_CR2","volume-title":"Classification and Regression Trees","author":"L. Breiman","year":"1984","unstructured":"Breiman, L., Friedman, H., Olshen, J.A., Stone, C.J.: Classification and Regression Trees. Wadsworth, Belmont (1984)"},{"key":"23_CR3","first-page":"641","volume":"5","author":"P. Chaudhuri","year":"1995","unstructured":"Chaudhuri, P., Lo, W.-D., Loh, W.-Y., Yang, C.-C.: Generalized regression trees. Statistica Sinica\u00a05, 641\u2013666 (1995)","journal-title":"Statistica Sinica"},{"issue":"1","key":"23_CR4","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1023\/A:1007421302149","volume":"32","author":"E. Frank","year":"1998","unstructured":"Frank, E., Wang, Y., Inglis, S., Holmes, G., Witten, I.H.: Using model trees for classification. Machine Learning\u00a032(1), 63\u201376 (1998)","journal-title":"Machine Learning"},{"key":"23_CR5","first-page":"148","volume-title":"Proc. Int. Conf. on Machine Learning","author":"Y. Freund","year":"1996","unstructured":"Freund, Y., Schapire, R.E.: Experiments with a new boosting algorithm. In: Proc. Int. Conf. on Machine Learning, pp. 148\u2013156. Morgan Kaufmann, San Francisco (1996)"},{"issue":"2","key":"23_CR6","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1214\/aos\/1016218223","volume":"38","author":"J. Friedman","year":"2000","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: Additive logistic regression: a statistical view of boosting. The Annals of Statistic\u00a038(2), 337\u2013374 (2000)","journal-title":"The Annals of Statistic"},{"key":"23_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21606-5","volume-title":"The Elements of Statistical Learning: Data Mining, Inference, and Prediction","author":"T. Hastie","year":"2001","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer, Heidelberg (2001)"},{"key":"23_CR8","unstructured":"Lim, T.-S.: Polytomous Logistic Regression Trees. PhD thesis, Department of Statistics, University of Wisconsin (2000)"},{"key":"23_CR9","first-page":"307","volume-title":"Advances in Neural Information Processing Systems 12","author":"C. Nadeau","year":"1999","unstructured":"Nadeau, C., Bengio, Y.: Inference for the generalization error. In: Advances in Neural Information Processing Systems 12, pp. 307\u2013313. MIT Press, Cambridge (1999)"},{"key":"23_CR10","unstructured":"Perlich, C., Provost, F.: Tree induction vs logistic regression. In: Beyond Classification and Regression (NIPS 2002 Workshop) (2002)"},{"key":"23_CR11","unstructured":"Quinlan, J.R.: Learning with Continuous Classes. In: 5th Australian Joint Conference on Artificial Intelligence, pp. 343\u2013348 (1992)"},{"key":"23_CR12","volume-title":"C4.5: Programs for Machine Learning","author":"R. Quinlan","year":"1993","unstructured":"Quinlan, R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)"},{"key":"23_CR13","unstructured":"Wang, Y., Witten, I.: Inducing model trees for continuous classes. In: Proc of Poster Papers, European Conf. on Machine Learning (1997)"}],"container-title":["Lecture Notes in Computer Science","Machine Learning: ECML 2003"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-39857-8_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,15]],"date-time":"2019-03-15T03:44:26Z","timestamp":1552621466000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-39857-8_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540201212","9783540398578"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-39857-8_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2003]]}}}