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Feature Ranking and Screening for Class-Imbalanced Metabolomics Data Based on Rank Aggregation Coupled with Re-Balance

Feature screening is an important and challenging topic in current class-imbalance learning. Most of the existing feature screening algorithms in class-imbalance learning are based on filtering techniques. However, the variable rankings obtained by various filtering techniques are generally differen...

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Metabolites
Main Authors: Fu, Guang-Hui, Wang, Jia-Bao, Zong, Min-Jie, Yi, Lun-Zhao
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI 2021
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC8232202/
https://ncbi.nlm.nih.gov/pubmed/34198638
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/metabo11060389
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