क्यूआर कोड

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...

पूर्ण विवरण

में बचाया:
मुख्य लेखकों: Jinghong Zhang, Yingying Li, Bowen Liu, Hao Chen, Jie Zhou, Hualong Yu, Bin Qin
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: MDPI AG 2023-10-01
श्रृंखला:Mathematics
विषय:
TSK fuzzy classifiers
fuzzy rule reduction
weighted fuzzy rule
broad ensemble learning
class-imbalanced learning
ऑनलाइन पहुंच:https://www.mdpi.com/2227-7390/11/20/4284
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