Relationship between Event Prevalence Rate and Gini Coefficient of Predictive Model
| dc.contributor.author | Han, Fei | |
| dc.contributor.author | Stockwell, Ian | |
| dc.date.accessioned | 2024-02-21T21:22:36Z | |
| dc.date.available | 2024-02-21T21:22:36Z | |
| dc.date.issued | 2022-02 | |
| dc.description.abstract | Predictive models are currently used for early intervention to help identify patients with a high risk of adverse events. Assessing the accuracy of such models is a crucial part of the development process. To measure the predictive performance of a scoring model, quantitative indices such as the K-S statistic and C-statistic are used. This paper discusses the relationship between Gini coefficients and event prevalence rates. The main contribution of the paper is the theoretical proof of the relationship between the Gini coefficient and event prevalence rate. | |
| dc.description.uri | https://ccsenet.org/journal/index.php/jmr/article/view/0/46616 | |
| dc.format.extent | 5 pages | |
| dc.genre | journal articles | |
| dc.identifier | doi:10.13016/m2ghcz-zveq | |
| dc.identifier.citation | Han, Fei, and Ian Stockwell. “Relationship between Event Prevalence Rate and Gini Coefficient of Predictive Model.” Journal of Mathematics Research 14, no. 1 (January 14, 2022):46-50. https://doi.org/10.5539/jmr.v14n1p46. | |
| dc.identifier.uri | https://doi.org/10.5539/jmr.v14n1p46 | |
| dc.identifier.uri | http://hdl.handle.net/11603/31690 | |
| dc.language.iso | en_US | |
| dc.publisher | Canadian Center of Science and Education | |
| dc.relation.isAvailableAt | The University of Maryland, Baltimore County (UMBC) | |
| dc.relation.ispartof | UMBC Information Systems Department Collection | |
| dc.relation.ispartof | UMBC Faculty Collection | |
| dc.relation.ispartof | A. All Hilltop Institute (UMBC) Works | |
| dc.relation.ispartof | UMBC Computer Science and Electrical Engineering Department | |
| dc.relation.ispartof | UMBC Erickson School of Aging Studies | |
| dc.rights | This item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author. | |
| dc.rights | Creative Commons Attribution 4.0 International License | en |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | |
| dc.title | Relationship between Event Prevalence Rate and Gini Coefficient of Predictive Model | |
| dc.type | Text | |
| dcterms.creator | https://orcid.org/0000-0003-2454-4187 | |
| dcterms.creator | https://orcid.org/0000-0002-3995-339X |