Table 6 Enhanced performance metrics for the bGGO-GAN model vs. the classical GAN model.

From: Enhancing deep learning-based slope stability classification using a novel metaheuristic optimization algorithm for feature selection

Models

bGGO-GAN

GAN

Percentage drops

Sensitivity (TRP)

0.946

0.865

9.29

P value PPV

0.928

0.918

1.05

P value NPV

0.962

0.909

5.86

F Score

0.937

0.891

5.13