{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T12:49:56Z","timestamp":1778071796023,"version":"3.51.4"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61379127"],"award-info":[{"award-number":["61379127"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61379128"],"award-info":[{"award-number":["61379128"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61572448"],"award-info":[{"award-number":["61572448"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shandong Vocational Education Reform Project","award":["2017121"],"award-info":[{"award-number":["2017121"]}]},{"name":"Project of Shandong Province Higher Educational Science and Technology Program","award":["J17RB149"],"award-info":[{"award-number":["J17RB149"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2892062","type":"journal-article","created":{"date-parts":[[2019,1,11]],"date-time":"2019-01-11T19:51:41Z","timestamp":1547236301000},"page":"33454-33463","source":"Crossref","is-referenced-by-count":26,"title":["On Estimating Model in Feature Selection With Cross-Validation"],"prefix":"10.1109","volume":"7","author":[{"given":"Chunxia","family":"Qi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiandong","family":"Diao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5059-1641","authenticated-orcid":false,"given":"Like","family":"Qiu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1089\/cmb.2015.0192"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2013.05.006"},{"key":"ref33","first-page":"626","article-title":"Decision tree pruning: Biased or optimal?","author":"weiss","year":"1994","journal-title":"Proc Nat Conf Artif Intell"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.2307\/1403680"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/34.75516"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1987.4767957"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04921-7_22"},{"key":"ref36","first-page":"4672","article-title":"Stepwise feature selection by cross validation for eeg-based brain computer interface","author":"tanaka","year":"2006","journal-title":"Proc Int Joint Conf Neural Netw"},{"key":"ref35","first-page":"995","article-title":"On estimating model accuracy with repeated cross-validation","volume":"7","author":"vanwinckelen","year":"2012","journal-title":"PLoS ONE"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg419"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1037\/h0036657"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2016.06.028"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(98)00051-4"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/83.941854"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18632\/oncotarget.10337"},{"key":"ref14","first-page":"91","article-title":"Bias in error estimation when using cross-validation for model selection","volume":"7","author":"varma","year":"2006","journal-title":"Bioinformatics"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-012-0139-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/68.1.45"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2307\/1267380"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176347263"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176350486"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2015.10.037"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/03610927508827223"},{"key":"ref3","first-page":"856","article-title":"Feature selection for high-dimensional data: A fast correlation-based filter solution","author":"yu","year":"2003","journal-title":"Proc Int Conf Int Conf Mach Learn"},{"key":"ref6","author":"cheng","year":"2018","journal-title":"Aspect-aware latent factor model Rating prediction with ratings and reviews"},{"key":"ref29","first-page":"358","article-title":"Classification and regression trees (CART)","volume":"40","author":"breiman","year":"1984"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2846092"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0895-4356(98)00109-7"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.082099299"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNB.2009.2035284"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1890\/11-0826.1"},{"key":"ref1","first-page":"7162","article-title":"Semi-supervised Bayesian attribute learning for person re-identification","author":"liu","year":"2018","journal-title":"Proc 32nd AAAI Conf Artif Intell"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344552"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2307\/2965703"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.2307\/2288636"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2910585"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1177\/001316445101100101"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2582746"},{"key":"ref23","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","author":"kohavi","year":"2001","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1975.10479865"},{"key":"ref43","year":"2014","journal-title":"Machine Learning Repository"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1974.10489157"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08610148.pdf?arnumber=8610148","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T19:41:07Z","timestamp":1628624467000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8610148\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2892062","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}