Table 4 Comparison of evaluation indicators of different monitoring points.
From: A novel combined intelligent algorithm prediction model for the tunnel surface settlement
Monitoring point | Model | MSE | RMSE | MAPE |
|---|---|---|---|---|
XD1030 | ELM | 0.3155 | 0.5617 | 0.1481 |
CASSA-ELM | 0.0539 | 0.2321 | 0.0548 | |
EMD-CASSA-ELM | 0.0188 | 0.1372 | 0.0219 | |
SD1005 | ELM | 0.1337 | 0.3656 | 1.4533 |
CASSA-ELM | 0.0359 | 0.1894 | 0.2300 | |
EMD-CASSA-ELM | 0.0048 | 0.0694 | 0.0132 | |
SD1030-1 | ELM | 0.0182 | 0.1348 | 0.1472 |
CASSA-ELM | 0.0075 | 0.0866 | 0.1576 | |
EMD-CASSA-ELM | 0.0003 | 0.0164 | 0.0320 | |
SD1055 | ELM | 0.4149 | 0.6441 | 0.5574 |
CASSA-ELM | 0.1058 | 0.3252 | 0.6881 | |
EMD-CASSA-ELM | 0.0002 | 0.0154 | 0.0096 |
