Table 19 For the testing data, a comparison of the outcomes achieved using ML algorithms [35]
From: A review of optimization techniques and algorithms used for FRP applications in civil engineering
Datasets | Methods | R2 | MAE | RMSE | MRE |
|---|---|---|---|---|---|
Dataset 1 | MLR | 0.74 | 1.22 | 1.88 | 0.13 |
SVM | 0.79 | 1.04 | 1.68 | 0.11 | |
ANN | 0.77 | 1.18 | 1.76 | 0.12 | |
Dataset 2 | MLR | 0.80 | 1.73 | 2.41 | 0.12 |
SVM | 0.85 | 1.41 | 2.08 | 0.09 | |
ANN | 0.82 | 1.66 | 2.29 | 0.12 |