Research Article
Classification of Earthquake-Induced Damage for R/C Slab Column Frames Using Multiclass SVM and Its Combination with MLP Neural Network
Table 7
The RMSE, MSE,
, and
values for each set of data.
| | Train data | Validation data | Test data | All data |
| RMSE | 0.24341 | 0.30799 | 0.31044 | 0.26488 | MSE | 0.05925 | 0.09486 | 0.09637 | 0.07016 | | 0.95944 | 0.93508 | 0.93819 | 0.95224 | | −0.012685 | −0.0013085 | −0.056020 | −0.017479 | | 0.24337 | 0.30971 | 0.30706 | 0.26452 |
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