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Table 6 Accuracy of various methods.

From: Failure Mode Detection of Reinforced Concrete Shear Walls Using Ensemble Deep Neural Networks

Model Accuracy
Naïve Bayes (Mangalathu et al., 2020) 0.76
K-Nearest Neighbors (Mangalathu et al., 2020) 0.85
Decision Tree (Mangalathu et al., 2020) 0.8
MAE model 0.96
Random Forest (Mangalathu et al., 2020) 0.86
AdaBoost (Mangalathu et al., 2020) 0.67
XGBoost (Mangalathu et al., 2020) 0.83
MWAE model 0.84
LightGBM (Mangalathu et al., 2020) 0.8
CatBoost (Mangalathu et al., 2020) 0.84
WAE model 0.98
ISE model 0.96