{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T21:38:07Z","timestamp":1776893887460,"version":"3.51.2"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T00:00:00Z","timestamp":1726617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T00:00:00Z","timestamp":1726617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,9,18]]},"DOI":"10.1109\/ic3i61595.2024.10829313","type":"proceedings-article","created":{"date-parts":[[2025,1,15]],"date-time":"2025-01-15T19:34:30Z","timestamp":1736969670000},"page":"1062-1068","source":"Crossref","is-referenced-by-count":3,"title":["Assessing the Impact of Data Imbalance on the Predictive Performance of Machine Learning Models"],"prefix":"10.1109","author":[{"given":"Murali Mohana Krishna","family":"Dandu","sequence":"first","affiliation":[{"name":"Independent Researcher Satyanarayana Puram,Vijayawada,Andhra Pradesh,India,520011"}]},{"given":"Jaishree","family":"Jain","sequence":"additional","affiliation":[{"name":"Ajay Kumar Garg Engineering College,Department of Computer Science and Engineering,Ghaziabad,U.P,India"}]},{"given":"Santhosh","family":"Vijayabaskar","sequence":"additional","affiliation":[{"name":"Independent Researcher,Chennai,Tamil Nadu,India"}]},{"given":"Punit","family":"Goel","sequence":"additional","affiliation":[{"name":"Maharaja Agrasen Himalayan Garhwal University,Uttarakhand,India"}]},{"given":"Ashwini","family":"Shivarudra","sequence":"additional","affiliation":[{"name":"Independent Researcher Satyanarayana Puram Chikkalasandra, Hanumagiri Nagar,Bengaluru,India,560061"}]},{"given":"Sachin","family":"Bhatt","sequence":"additional","affiliation":[{"name":"Independent Researcher Annapurna Mandir Rd,Indore,Madhya Pradesh,India,452009"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00592-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2017.10.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICECA.2018.8474918"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2023.e17530"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.32604\/iasc.2022.024770"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MIUCC52538.2021.9447658"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/SMART52563.2021.9676261"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1182608"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICACITE53722.2022.9823538"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CISES58720.2023.10183579"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-2183-3_64"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-022-06296-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-016-0094-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899x\/1099\/1\/012077"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.12.035"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110415"},{"key":"ref17","article-title":"Imbalanced Data in Machine Learning: A Comprehensive Review","author":"Ali"},{"key":"ref18","first-page":"841","article-title":"Approaches to handle Data Imbalance Problem in Predictive Machine Learning Models: A Comprehensive Review","volume":"12","author":"Poddar","year":"2024","journal-title":"Int. J. Intell. Syst. Appl. Eng."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.11192"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/icmla.2019.00245"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.35940\/ijrte.e7008.038620"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.31449\/inf.v47i1.4519"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2023.110414"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.11.349"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.23919\/icact53585.2022.9728833"}],"event":{"name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","location":"Greater Noida, India","start":{"date-parts":[[2024,9,18]]},"end":{"date-parts":[[2024,9,20]]}},"container-title":["2024 7th International Conference on Contemporary Computing and Informatics (IC3I)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10828566\/10827843\/10829313.pdf?arnumber=10829313","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T06:06:35Z","timestamp":1737007595000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10829313\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,18]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/ic3i61595.2024.10829313","relation":{},"subject":[],"published":{"date-parts":[[2024,9,18]]}}}