{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T16:34:44Z","timestamp":1790786084950,"version":"4.1.0"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Machine Teaching Group"},{"DOI":"10.13039\/100006112","name":"Microsoft Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006112","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1109\/tvcg.2016.2598828","type":"journal-article","created":{"date-parts":[[2016,8,10]],"date-time":"2016-08-10T15:59:53Z","timestamp":1470844793000},"page":"61-70","source":"Crossref","is-referenced-by-count":164,"title":["Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers"],"prefix":"10.1109","volume":"23","author":[{"given":"Donghao","family":"Ren","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Saleema","family":"Amershi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bongshin","family":"Lee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jina","family":"Suh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jason D.","family":"Williams","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71701-0"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2009.45"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/VISUAL.2000.885740"},{"key":"ref31","first-page":"15149","volume":"98","author":"ramaswamy","year":"2001","journal-title":"Multiclass Cancer Diagnosis Using Tumor Gene Expression Signatures"},{"key":"ref30","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"The Journal of Machine Learning Research"},{"key":"ref37","first-page":"609","article-title":"Obtaining calibrated probability estimates from decision trees and naive bayesian classifiers","volume":"1","author":"zadrozny","year":"0","journal-title":"Proc Of 18th Int Conf on Machine Learning ICML'01"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2011.6102453"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3758\/BF03213026"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2009.03.002"},{"key":"ref10","author":"caragea","year":"2005","journal-title":"Visual Methods for Examining Support Vector Machine Results with Applications to Gene Expression Data Analysis"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2010.5652443"},{"key":"ref12","first-page":"273","article-title":"Character recognition in natural images","author":"de campos","year":"0","journal-title":"Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2008.08.010"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39804-2_17"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-73750-6"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1179\/000870403235002042"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.277"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ANZIIS.1994.396988"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.2307\/1390807"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1866029.1866038"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346660"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2331979"},{"key":"ref3","year":"0"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702509"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357160"},{"key":"ref5","first-page":"1","article-title":"Survey on multiclass classification methods","author":"aly","year":"2005","journal-title":"Neural Networks"},{"key":"ref8","first-page":"237","article-title":"Visualizing the simple bayesian classifier","volume":"18","author":"becker","year":"2001","journal-title":"Information Visualization in Data Mining and Knowledge Discovery"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/312129.312298"},{"key":"ref2","year":"0"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.185"},{"key":"ref1","year":"0","journal-title":"Microsoft Azure Machine Learning"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2009.01475.x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/5.58325"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30115-8_22"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858529"},{"key":"ref26","year":"2012","journal-title":"MATLAB and Statistics Toolbox Release 2012b"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12127"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2945\/7747554\/07539404.pdf?arnumber=7539404","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:38:27Z","timestamp":1641987507000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7539404\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1]]},"references-count":38,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2016.2598828","relation":{},"ISSN":["1077-2626"],"issn-type":[{"value":"1077-2626","type":"print"}],"subject":[],"published":{"date-parts":[[2017,1]]}}}