NDESO moves noisy minority points toward their class centroids before random oversampling and is claimed to beat 14 resamplers, but its cross-validation protocol casts doubt on the headline result.
Grouping-based Oversampling in Kernel Space for Imbalanced Data Classification
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Neighbor displacement-based enhanced synthetic oversampling for multiclass imbalanced data
NDESO moves noisy minority points toward their class centroids before random oversampling and is claimed to beat 14 resamplers, but its cross-validation protocol casts doubt on the headline result.