Table 2 Evaluation metrics of the predicted results obtained by the RK method with and without Box–Cox transformation.
From: Ground settlement prediction for highway subgrades with sparse data using regression Kriging
Box–Cox transformation | RMSE | MAPE | MAAPE | SCI | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S1 | S2 | S3 | S4 | S1 | S2 | S3 | S4 | S1 | S2 | S3 | S4 | |
No | 36.17 | 36.66 | 27.83 | 37.89 | 0.30 | 0.23 | 0.27 | 0.24 | 0.29 | 0.23 | 0.27 | 0.23 | 0.33 | 0.27 | 0.30 | 0.27 |
Yes | 2.5 | 5.21 | 3.86 | 3.17 | 0.02 | 0.03 | 0.03 | 0.02 | 0.02 | 0.03 | 0.03 | 0.02 | 0.02 | 0.04 | 0.04 | 0.02 |
