{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,24]],"date-time":"2025-09-24T09:41:25Z","timestamp":1758706885408},"reference-count":15,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[1996,10,1]],"date-time":"1996-10-01T00:00:00Z","timestamp":844128000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[1996,10]]},"DOI":"10.1007\/bf00132733","type":"journal-article","created":{"date-parts":[[2004,11,2]],"date-time":"2004-11-02T23:42:58Z","timestamp":1099438978000},"page":"261-273","source":"Crossref","is-referenced-by-count":8,"title":["Selecting the right-size model for prediction"],"prefix":"10.1007","volume":"6","author":[{"given":"Sholom M.","family":"Weiss","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nitin","family":"Indurkhya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"CR1","first-page":"37","volume":"6","author":"D. Aha","year":"1991","unstructured":"D. Aha, D. Kilber, and M. Albert, ?Instance-based learning algorithms,? Machine Learning, vol. 6, pp. 37?66, 1991.","journal-title":"Machine Learning"},{"key":"CR2","doi-asserted-by":"crossref","unstructured":"C. Apte, F. Damerau, and S. Weiss, ?Automated learning of decision rules for text categorization,? ACM Transactions on Office Information systems, vol. 12, no. 3, pp. 223?251, 1994.","DOI":"10.1145\/183422.183423"},{"key":"CR3","volume-title":"Classification and Regresson Tress","author":"L. Breiman","year":"1984","unstructured":"L. Breiman, J. Friedman, R. Olshen, and C. Stone, Classification and Regresson Tress, Monterrey, Ca.: Wadsworth, 1984."},{"key":"CR4","volume-title":"Machine Learning, EWSL-91","author":"B. Cestnik","year":"1991","unstructured":"B. Cestnik and I. Bratko, ?On estimating probabilities in tree pruning,? in Machine Learning, EWSL-91, Springer Verlag, Berlin, 1991."},{"key":"CR5","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1080\/01621459.1983.10477973","volume":"78","author":"B. Efron","year":"1983","unstructured":"B. Efron, ?Estimating the error rate of a predicton rule,? Journal of the American Statistical Association, vol. 78 pp. 316?333, 1983.","journal-title":"Journal of the American Statistical Association"},{"key":"CR6","doi-asserted-by":"crossref","unstructured":"K. Fukunaga and D. Hummels, ?Bayes error estimation using parzen and k-nn procedure,? IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 634?643, 1987.","DOI":"10.1109\/TPAMI.1987.4767958"},{"key":"CR7","first-page":"184","volume-title":"Readings in Machine Learning","author":"T. Mitchell","year":"1990","unstructured":"T. Mitchell, ?The need for biases in learning generalizations,? in Readings in Machine Learning, San Mateo, CA, Morgan Kaufmann, pp. 184?191, 1990."},{"key":"CR8","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1016\/S0020-7373(87)80053-6","volume":"27","author":"J. Quinlan","year":"1987","unstructured":"J. Quinlan, ?Simplifying decision trees,? International Journal of Man-Machine Studies, vol. 27, pp. 221?234, 1987.","journal-title":"International Journal of Man-Machine Studies"},{"key":"CR9","doi-asserted-by":"crossref","unstructured":"J. Quinlan, ?Combining instance-based and model-based learning,? in International Conference on Machine Learning, 1993, pp. 236?243.","DOI":"10.1016\/B978-1-55860-307-3.50037-X"},{"key":"CR10","first-page":"394","volume-title":"Proceedings of the Ninth International Conference on Machine Learning","author":"C. Schaffer","year":"1992","unstructured":"C. Schaffer, ?Deconstructing the digit recognition problem,? in Proceedings of the Ninth International Conference on Machine Learning, San Mateo, CA, Morgan Kaufmann, 1992, pp. 394?399."},{"key":"CR11","first-page":"147","volume-title":"Proceedings of AAAI-92","author":"C. Schaffer","year":"1992","unstructured":"C. Schaffer, ?Sparse data and the effect of overfitting avoidance in decision tree induction,? in Proceedings of AAAI-92, Cambridge, MA, MIT Press, 1992, pp. 147?152."},{"key":"CR12","first-page":"153","volume":"10","author":"C. Schaffer","year":"1993","unstructured":"C. Schaffer, ?Overfitting avoidance as bias,? Machine Learning, vol. 10, pp. 153?178, 1993.","journal-title":"Machine Learning"},{"key":"CR13","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1093\/biomet\/68.1.45","volume":"68","author":"R. Shibata","year":"1981","unstructured":"R. Shibata, ?An optimal selection of regression variables,? Biometrika, vol. 68, pp. 45?54, 1981.","journal-title":"Biometrika"},{"key":"CR14","first-page":"107","volume-title":"Machine Learning: An Artifical Intelligence Approach","author":"P. Utgoff","year":"1986","unstructured":"P. Utgoff, ?Shift of bias for inductive concept learning,? in Machine Learning: An Artifical Intelligence Approach, San Mateo, CA, Morgan Kaufmann, vol. 2, pp. 107?148, 1986."},{"key":"CR15","doi-asserted-by":"crossref","unstructured":"R. Watrous, ?Current status of the Peterson-Barney vowel formant data,? Journal of the Acoustical Society of America, vol. 89, no. 3, 1991.","DOI":"10.1121\/1.400932"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF00132733.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/BF00132733\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF00132733","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,3]],"date-time":"2020-04-03T18:22:23Z","timestamp":1585938143000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BF00132733"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1996,10]]},"references-count":15,"journal-issue":{"issue":"4","published-print":{"date-parts":[[1996,10]]}},"alternative-id":["BF00132733"],"URL":"https:\/\/doi.org\/10.1007\/bf00132733","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[1996,10]]}}}