smotefamily
A Collection of Oversampling Techniques for Class Imbalance Problem Based on SMOTE
v1.4.0
·
Mar 14, 2024
·
GPL (>= 3)
Description
A collection of various oversampling techniques developed from SMOTE is provided. SMOTE is a oversampling technique which synthesizes a new minority instance between a pair of one minority instance and one of its K nearest neighbor. Other techniques adopt this concept with other criteria in order to generate balanced dataset for class imbalance problem.
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