A Broad TSK Fuzzy Classifier with a Simplified Set of Fuzzy Rules for Class-Imbalanced Learning

With the expansion of data scale and diversity, the issue of class imbalance has become increasingly salient. The current methods, including oversampling and under-sampling, exhibit limitations in handling complex data, leading to overfitting, loss of critical information, and insufficient interpret...

全面介绍

书目详细资料

Principais autores:	Jinghong Zhang, Yingying Li, Bowen Liu, Hao Chen, Jie Zhou, Hualong Yu, Bin Qin
格式:	Artigo
语言:	Inglês
出版:	MDPI AG 2023-10-01
丛编:	Mathematics
主题:	TSK fuzzy classifiers fuzzy rule reduction weighted fuzzy rule broad ensemble learning class-imbalanced learning
在线阅读:	https://www.mdpi.com/2227-7390/11/20/4284
标签:	添加标签 没有标签, 成为第一个标记此记录!