{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T03:53:06Z","timestamp":1776916386409,"version":"3.51.2"},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642255656","type":"print"},{"value":"9783642255663","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-25566-3_1","type":"book-chapter","created":{"date-parts":[[2011,11,14]],"date-time":"2011-11-14T09:19:51Z","timestamp":1321262391000},"page":"1-15","source":"Crossref","is-referenced-by-count":15,"title":["Multivariate Statistical Tests for Comparing Classification Algorithms"],"prefix":"10.1007","author":[{"given":"Olcay Taner","family":"Y\u0131ld\u0131z","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"\u00d6zlem","family":"Aslan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ethem","family":"Alpayd\u0131n","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"1_CR1","doi-asserted-by":"publisher","first-page":"1895","DOI":"10.1162\/089976698300017197","volume":"10","author":"T.G. Dietterich","year":"1998","unstructured":"Dietterich, T.G.: Approximate statistical tests for comparing supervised classification learning classifiers. Neural Computation\u00a010, 1895\u20131923 (1998)","journal-title":"Neural Computation"},{"key":"1_CR2","doi-asserted-by":"crossref","unstructured":"Caruana, R., Niculescu-Mizil, A., Crew, G., Ksikes, A.: Ensemble selection from libraries of models. In: Proceedings of the International Conference on Machine Learning, ICML 2004, pp. 137\u2013144 (2004)","DOI":"10.1145\/1015330.1015432"},{"key":"1_CR3","doi-asserted-by":"crossref","unstructured":"Seliya, N., Khoshgoftaar, T.M., Hulse, J.V.: Aggregating performance metrics for classifier evaluation. In: Proceedings of the 10th IEEE International Conference on Information Reuse and Integration (2009)","DOI":"10.1109\/IRI.2009.5211611"},{"key":"1_CR4","volume-title":"Methods of Multivariate Analysis","author":"A.C. Rencher","year":"1995","unstructured":"Rencher, A.C.: Methods of Multivariate Analysis. Wiley and Sons, New York (1995)"},{"key":"1_CR5","unstructured":"Blake, C., Merz, C.: UCI repository of machine learning databases (2000)"},{"key":"1_CR6","unstructured":"Hinton, G.H.: Delve project, data for evaluating learning in valid experiments (1996)"},{"key":"1_CR7","doi-asserted-by":"publisher","first-page":"631","DOI":"10.1093\/bioinformatics\/bti033","volume":"21","author":"A. Statnikov","year":"2005","unstructured":"Statnikov, A., Aliferis, C., Tsamardinos, I., Hardin, D., Levy, S.: A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis. Bioinformatics\u00a021, 631\u2013643 (2005)","journal-title":"Bioinformatics"},{"key":"1_CR8","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines (2001)"},{"key":"1_CR9","doi-asserted-by":"crossref","unstructured":"Davis, J., Goadrich, M.: The relationship between precision-recall and roc curves. In: Proceedings of the 23rd International Conference on Machine Learning, vol.\u00a0148, pp. 233\u2013240 (2006)","DOI":"10.1145\/1143844.1143874"},{"key":"1_CR10","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1023\/A:1024068626366","volume":"52","author":"C. Nadeau","year":"2003","unstructured":"Nadeau, C., Bengio, Y.: Inference for the generalization error. Machine Learning\u00a052, 239\u2013281 (2003)","journal-title":"Machine Learning"},{"key":"1_CR11","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-540-24775-3_3","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"R. Bouckaert","year":"2004","unstructured":"Bouckaert, R., Frank, E.: Evaluating the replicability of significance tests for comparing learning algorithms. In: Dai, H., Srikant, R., Zhang, C. (eds.) PAKDD 2004. LNCS (LNAI), vol.\u00a03056, pp. 3\u201312. Springer, Heidelberg (2004)"},{"key":"1_CR12","first-page":"1","volume":"7","author":"J. Demsar","year":"2006","unstructured":"Demsar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research\u00a07, 1\u201330 (2006)","journal-title":"Journal of Machine Learning Research"}],"container-title":["Lecture Notes in Computer Science","Learning and Intelligent Optimization"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-25566-3_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,17]],"date-time":"2019-04-17T20:47:19Z","timestamp":1555534039000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-25566-3_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642255656","9783642255663"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-25566-3_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}