{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T04:54:18Z","timestamp":1725512058830},"publisher-location":"Berlin, Heidelberg","reference-count":10,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540681229"},{"type":"electronic","value":"9783540681236"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-68123-6_7","type":"book-chapter","created":{"date-parts":[[2008,5,9]],"date-time":"2008-05-09T12:11:39Z","timestamp":1210335099000},"page":"68-77","source":"Crossref","is-referenced-by-count":1,"title":["Stepwise Induction of Logistic Model Trees"],"prefix":"10.1007","author":[{"given":"Annalisa","family":"Appice","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michelangelo","family":"Ceci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Donato","family":"Malerba","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Savino","family":"Saponara","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"4","key":"7_CR1","doi-asserted-by":"publisher","first-page":"826","DOI":"10.1198\/106186004X13064","volume":"13","author":"K.Y. Chan","year":"2004","unstructured":"Chan, K.Y., Loh, W.Y.: Lotus: An algorithm for building accurate and comprehensible logistic regression trees. Journal of Computational and Graphical Statistic\u00a013(4), 826\u2013852 (2004)","journal-title":"Journal of Computational and Graphical Statistic"},{"key":"7_CR2","volume-title":"Applied regression analysis","author":"N.R. Draper","year":"1982","unstructured":"Draper, N.R., Smith, H.: Applied regression analysis. John Wiley & Sons, Chichester (1982)"},{"key":"7_CR3","volume-title":"Applied Logistic Regression","author":"D.W. Hosmer","year":"1989","unstructured":"Hosmer, D.W., Lemeshow, S.: Applied Logistic Regression. Wiley, New York (1989)"},{"doi-asserted-by":"crossref","unstructured":"Landwehr, N., Hall, M., Frank, E.: Logistic model trees\u00a095(1-2), 161\u2013205 (2005)","key":"7_CR4","DOI":"10.1007\/s10994-005-0466-3"},{"issue":"1","key":"7_CR5","doi-asserted-by":"publisher","first-page":"191","DOI":"10.2307\/2347628","volume":"41","author":"S. Cessie le","year":"1992","unstructured":"le Cessie, S., van Houwelingen, J.: Ridge estimators in logistic regression. Applied Statistics\u00a041(1), 191\u2013201 (1992)","journal-title":"Applied Statistics"},{"issue":"5","key":"7_CR6","doi-asserted-by":"publisher","first-page":"612","DOI":"10.1109\/TPAMI.2004.1273937","volume":"26","author":"D. Malerba","year":"2004","unstructured":"Malerba, D., Esposito, F., Ceci, M., Appice, A.: Top down induction of model trees with regression and splitting nodes. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a026(5), 612\u2013625 (2004)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"7_CR7","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1162\/153244304322972694","volume":"4","author":"C. Perlich","year":"2003","unstructured":"Perlich, C., Provost, F., Simonoff, J.S.: Tree induction vs. logistic regression: a learning-curve analysis. J. Mach. Learn. Res.\u00a04, 211\u2013255 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"7_CR8","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3121-7","volume-title":"Modern Applied Statistics with S-PLUS","author":"W.N. Venables","year":"1999","unstructured":"Venables, W.N., Ripley, B.D.: Modern Applied Statistics with S-PLUS, 3rd edn. Springer, New York (1999)","edition":"3"},{"key":"7_CR9","volume-title":"Applied regression analysis","author":"S. Weisberg","year":"1985","unstructured":"Weisberg, S.: Applied regression analysis. Wiley, New York (1985)"},{"doi-asserted-by":"crossref","unstructured":"Zeileis, A., Hothorn, T., Hornik, K.: A model-based recursive partitioning. Journal of Computational and Graphical Statistics (2008)","key":"7_CR10","DOI":"10.1198\/106186008X319331"}],"container-title":["Lecture Notes in Computer Science","Foundations of Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-68123-6_7.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T04:36:11Z","timestamp":1620016571000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-68123-6_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540681229","9783540681236"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-68123-6_7","relation":{},"subject":[]}}