IEEE - Institute of Electrical and Electronics Engineers, Inc. - The Distance-Based Balancing Ensemble Method for Data with A High Imbalance Ratio

Author(s): Dong Chen ; Xiaojun Wang ; Changjun Zhou ; Bin Wang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2917920
Regular:

Many classification tasks suffer from the class imbalance problem that seriously hinders the precision of classifiers. Existing algorithms frequently incorrectly categorize new instances into the... View More

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