Table 9 Experimental results with different models on the Xu Lan High Speed Railway dataset.
From: Settlement early warning method for high speed railway subgrades based on TD Transformer
Accuracy | Precious | Recall | F1-Score | |
|---|---|---|---|---|
SVM | 87.50 | 86.80 | 87.30 | 87.05 |
XGBoost | 90.20 | 89.90 | 90.00 | 89.95 |
RF | 91.45 | 91.10 | 91.40 | 91.25 |
Transformer | 92.15 | 91.80 | 92.10 | 91.97 |
TD transformer | 93.39 | 93.10 | 93.40 | 93.24 |
