{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,26]],"date-time":"2026-10-26T21:18:16Z","timestamp":1793049496804,"version":"4.5.0"},"reference-count":1,"publisher":"MIT Press","issue":"8","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Computation"],"published-print":{"date-parts":[[1999,11,1]]},"abstract":"<jats:p>Dietterich (1998) reviews five statistical tests and proposes the 5 \u00d7 2 cvt test for determining whether there is a significant difference between the error rates of two classifiers. In our experiments, we noticed that the 5 \u00d7 2 cvt test result may vary depending on factors that should not affect the test, and we propose a variant, the combined 5 \u00d7 2 cv F test, that combines multiple statistics to get a more robust test. Simulation results show that this combined version of the test has lower type I error and higher power than 5 \u00d7 2 cv proper.<\/jats:p>","DOI":"10.1162\/089976699300016007","type":"journal-article","created":{"date-parts":[[2002,7,27]],"date-time":"2002-07-27T07:55:01Z","timestamp":1027756501000},"page":"1885-1892","source":"Crossref","is-referenced-by-count":331,"title":["Combined 5 \u00d7 2 cv F Test for Comparing Supervised Classification Learning Algorithms"],"prefix":"10.1162","volume":"11","author":[{"given":"Ethem","family":"Alpaydm","sequence":"first","affiliation":[{"name":"IDIAP, CP 592 CH-1920 Martigny, Switzerland and Department of Computer Engineering, Bo\u01e7azi\u00e7i University, TR-80815 Istanbul, Turkey"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"281","reference":[{"key":"p_1","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017197"}],"container-title":["Neural Computation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mitpressjournals.org\/doi\/pdf\/10.1162\/089976699300016007","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T16:23:14Z","timestamp":1615566194000},"score":1,"resource":{"primary":{"URL":"https:\/\/direct.mit.edu\/neco\/article\/11\/8\/1885-1892\/6310"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1999,11,1]]},"references-count":1,"journal-issue":{"issue":"8","published-print":{"date-parts":[[1999,11,1]]}},"alternative-id":["10.1162\/089976699300016007"],"URL":"https:\/\/doi.org\/10.1162\/089976699300016007","relation":{},"ISSN":["0899-7667","1530-888X"],"issn-type":[{"value":"0899-7667","type":"print"},{"value":"1530-888X","type":"electronic"}],"subject":[],"published":{"date-parts":[[1999,11,1]]}}}