An instance-based learning recommendation algorithm of imbalance handling methods

DOI10.1016/j.amc.2018.12.020zbMath1428.68268OpenAlexW2912326369MaRDI QIDQ2010579

Bo Zhang, Ruixian Li, Jing Guo, Xiang Ji, Yunxiang Yang, Xue-Ying Zhang

Publication date: 27 November 2019

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.amc.2018.12.020

zbMATH Keywords

multi-label learningmeta-learninginstance-based learningimbalance learning

Mathematics Subject Classification ID

Density estimation (62G07) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• JStatCom
• SMOTEBoost
• SMOTE

Cites Work

• Bagging predictors
• Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results
• Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties
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