Learning With Multiclass AUC : Theory and Algorithms
The Area under the ROC curve (AUC) is a well-known ranking metric for problems such as imbalanced learning and recommender systems. The vast majority of existing AUC-optimization-based machine learning methods only focus on binary-class cases, while leaving the multiclass cases unconsidered. In this...
Description complète
Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 11 vom: 15. Nov., Seite 7747-7763
|
|---|
| Auteur principal: |
Yang, Zhiyong
(Auteur) |
|---|
| Autres auteurs: |
Xu, Qianqian,
Bao, Shilong,
Cao, Xiaochun,
Huang, Qingming |
|---|
| Format: | Article en ligne
|
|---|
| Langue: | English |
|---|
| Publié: |
2022
|
|---|
| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Sujets: | Journal Article |
|---|