Table 2 Average signal-to-noise ratio (SNR in dB) for various methods.

From: Optimizing imbalanced learning with genetic algorithm

Method

Average SNR (dB)

SMOTE

27.87

ADASYN

26.83

GAN

20.28

VAE

29.58

GA (SGA)

26.29

Elitist GA (EGA)

23.40

SVM-guided GA (SVMGA)

28.44

  1. Significant values are in bold.
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