A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM

Algorithm 2

SMOTE algorithm.

(1) Input the sample 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