Logistic discrimination based on G-mean and F-measure for imbalanced problem

Author:

Guo Huaping1,Liu Hongbing1,Wu Changan1,Zhi Weimei2,Xiao Yan2,She Wei3

Affiliation:

1. School of Computer and Information Technology, Xinyang Normal University, Xingyang, China

2. School of Information Engineering, Zhengzhou Uninversity, Zhengzhou, China

3. Software Technology School, Zhengzhou Uninversity, Zhengzhou, China

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference28 articles.

1. Learning from imbalanced Data;He;IEEE Transactions on Knowledge and Data Engineering,2009

2. Fault diagnosis method based on cs-boosting for unbalanced training data;Yao;Journal of Vibration, Measurement & Diagnosis,2013

3. Evaluation: From precision, recall and f-measure to ROC, informedness, markedness and correlation;Martin;Journal of Machine Learning Technologies,2011

4. Exploratory Under Sampling for Class Imbalance Learning,;Liu;Proceeding of 6th IEEE International Conference on Data Mining,2006

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