{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T02:07:32Z","timestamp":1778292452815,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":9,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540220640","type":"print"},{"value":"9783540247753","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-24775-3_3","type":"book-chapter","created":{"date-parts":[[2010,9,10]],"date-time":"2010-09-10T23:48:20Z","timestamp":1284162500000},"page":"3-12","source":"Crossref","is-referenced-by-count":282,"title":["Evaluating the Replicability of Significance Tests for Comparing Learning Algorithms"],"prefix":"10.1007","author":[{"given":"Remco R.","family":"Bouckaert","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eibe","family":"Frank","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"3_CR1","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations","author":"I.H. Witten","year":"2000","unstructured":"Witten, I.H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations. Morgan Kaufmann, San Francisco (2000)"},{"key":"3_CR2","volume-title":"Proc. 20th Int. Conf. on Machine Learning","author":"R.R. Bouckaert","year":"2003","unstructured":"Bouckaert, R.R.: Choosing between two learning algorithms based on calibrated tests. In: Proc. 20th Int. Conf. on Machine Learning, Morgan Kaufmann, San Francisco (2003)"},{"key":"3_CR3","volume-title":"Proc. 16th Australian Joint Conference on Artificial Intelligence","author":"R.R. Bouckaert","year":"2003","unstructured":"Bouckaert, R.R.: Choosing learning algorithms using sign tests with high replicability. In: Proc. 16th Australian Joint Conference on Artificial Intelligence, Springer, Heidelberg (2003)"},{"key":"3_CR4","unstructured":"Blake, C.L., Merz, C.J.: UCI Repository of machine learning databases. Irvine, CA (1998), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"issue":"7","key":"3_CR5","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 Algorithms. Neural Computation\u00a010(7), 1895\u20131924 (1998)","journal-title":"Neural Computation"},{"key":"3_CR6","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1023\/A:1024068626366","volume":"52","author":"C. Nadeau","year":"2003","unstructured":"Nadeau, C.: andY. Bengio. Inference for the generalization error. Machine Learning\u00a052, 239\u2013281 (2003)","journal-title":"Machine Learning"},{"key":"3_CR7","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":"3_CR8","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1023\/A:1007465528199","volume":"29","author":"N. Friedman","year":"1997","unstructured":"Friedman, N., Geiger, D., Goldszmidt, M.: Bayesian Network Classifiers. Machine Learning\u00a029, 131\u2013163 (1997)","journal-title":"Machine Learning"},{"key":"3_CR9","volume-title":"Probabilistic Reasoning in Intelligent Systems","author":"J. Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic Reasoning in Intelligent Systems. Morgan Kaufmann, San Francisco (1988)"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-24775-3_3.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T03:09:34Z","timestamp":1620011374000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-24775-3_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540220640","9783540247753"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-24775-3_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]}}}