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, 𝑅,𝜇, and 𝜎 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
𝑅	0.95944	0.93508	0.93819	0.95224
𝜇	−0.012685	−0.0013085	−0.056020	−0.017479
𝜎	0.24337	0.30971	0.30706	0.26452