{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:58:48Z","timestamp":1760162328302,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,4,18]],"date-time":"2024-04-18T00:00:00Z","timestamp":1713398400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,4,18]]},"DOI":"10.1145\/3603287.3651191","type":"proceedings-article","created":{"date-parts":[[2024,4,27]],"date-time":"2024-04-27T12:06:34Z","timestamp":1714219594000},"page":"235-240","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Prediction Performance Analysis for ML Models Based on Impacts of Data Imbalance and Bias"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-1929-4037","authenticated-orcid":false,"given":"Chunlan","family":"Gao","sequence":"first","affiliation":[{"name":"Georgia State University, Atlanta, Georgia, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3980-1425","authenticated-orcid":false,"given":"Yong","family":"Shi","sequence":"additional","affiliation":[{"name":"Kennesaw State University, Marietta, Georgia, USA"}]}],"member":"320","published-online":{"date-parts":[[2024,4,27]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.jors.2601545"},{"key":"e_1_3_2_1_2_1","volume-title":"Example-dependent Cost-sensitive Logistic Regression for Credit Scoring. In 2014 13th International conference on machine learning and applications","author":"Bahnsen Alejandro Correa","year":"2014","unstructured":"Alejandro Correa Bahnsen, Djamia Aouada, and Bj\u00f6rn Ottersten. 2014. Example-dependent Cost-sensitive Logistic Regression for Credit Scoring. In 2014 13th International conference on machine learning and applications. Detroit, USA, 263--269."},{"key":"e_1_3_2_1_3_1","volume-title":"SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004. Proceedings. Springer, 806--814","author":"Barandela Ricardo","year":"2004","unstructured":"Ricardo Barandela, Rosa M Valdovinos, J Salvador S\u00e1nchez, and Francesc J Ferri. 2004. The Imbalanced Training Sample Problem: Under or Over Sampling?. In Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004. Proceedings. Springer, 806--814."},{"key":"e_1_3_2_1_4_1","article-title":"Evaluation Measures for Models Assessment Over Imbalanced Data Sets","volume":"3","author":"Bekkar Mohamed","year":"2013","unstructured":"Mohamed Bekkar, Hassiba Kheliouane Djemaa, and Taklit Akrouf Alitouche. 2013. Evaluation Measures for Models Assessment Over Imbalanced Data Sets. J Inf Eng Appl 3, 10 (2013).","journal-title":"J Inf Eng Appl"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/1622407.1622416"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"e_1_3_2_1_7_1","volume-title":"ICML","volume":"96","author":"Freund Yoav","year":"1996","unstructured":"Yoav Freund, Robert E Schapire, et al. 1996. Experiments with a New Boosting Algorithm. In ICML, Vol. 96. Citeseer, Garda, Italy, 148--156."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.604"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0192-5"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-011-0465-6"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1088\/1755-1315\/58\/1\/012031"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-06780-3"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.2982226"},{"key":"e_1_3_2_1_15_1","volume-title":"Marius George Linguraru, and Ronald M Summers","author":"Wang Shijun","year":"2015","unstructured":"Shijun Wang, Diana Li, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, and Ronald M Summers. 2015. Optimizing Area Under the ROC Curve Using Semi-Supervised Learning. Pattern recognition 48, 1 (2015), 276--287."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.03.042"},{"key":"e_1_3_2_1_17_1","volume-title":"Neural Network Credit Scoring Models. Computers & operations research 27, 11-12","author":"West David","year":"2000","unstructured":"David West. 2000. Neural Network Credit Scoring Models. Computers & operations research 27, 11-12 (2000), 1131--1152."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.10.066"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","unstructured":"I-Cheng Yeh. 2016. Default of Credit Card Clients. UCI Machine Learning Repository. DOI: https:\/\/doi.org\/10.24432\/C55S3H.","DOI":"10.24432\/C55S3H"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1080\/02664763.2021.1939662"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1080\/02664763.2019.1643829"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007741"}],"event":{"name":"ACM SE '24: 2024 ACM Southeast Conference","sponsor":["ACM Association for Computing Machinery"],"location":"Marietta GA USA","acronym":"ACM SE '24"},"container-title":["Proceedings of the 2024 ACM Southeast Conference on ZZZ"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3603287.3651191","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3603287.3651191","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,29]],"date-time":"2025-08-29T17:06:38Z","timestamp":1756487198000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3603287.3651191"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,18]]},"references-count":22,"alternative-id":["10.1145\/3603287.3651191","10.1145\/3603287"],"URL":"https:\/\/doi.org\/10.1145\/3603287.3651191","relation":{},"subject":[],"published":{"date-parts":[[2024,4,18]]},"assertion":[{"value":"2024-04-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}