Research Article
A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM
Algorithm 3
Extrapolation Borderline-SMOTE algorithm.
(1) Input a sample near the decision border where is the set of the minority | and its -nearest neighbors represented as | (2) Select a random number generated from a uniform distribution | (3) Output a new synthetic sample for the minority as | |
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