LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test

Author:

Zhu RuiORCID,Wang Ziyu,Ma ZhanyuORCID,Wang Guijin,Xue Jing-Hao

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference20 articles.

1. Learning from imbalanced data;He;IEEE Trans. Knowl. Data Eng.,2009

2. Multiclass imbalance problems: analysis and potential solutions;Wang;IEEE Trans. Syst., Man, Cybern., Part B (Cybern.),2012

3. Do unbalanced data have a negative effect on lda?;Xue;Pattern Recognit.,2008

4. Why does rebalancing class-unbalanced data improve auc for linear discriminant analysis?;Xue;IEEE Trans. Pattern Anal. Mach. Intell.,2015

5. Synthetic minority oversampling technique for multiclass imbalance problems;Zhu;Pattern Recognit.,2017

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