Classification of Earthquake-Induced Damage for R/C Slab Column Frames Using Multiclass SVM and Its Combination with MLP Neural Network

Table 9

Comparing the ACC-value for M-SVM and MM-SVM.

Data set	M-SVM (%)	MM-SVM (%)	Improvement (%)
Train data	90.71	96.19	5.48
Test data	86.11	92.78	6.67
All data	90.71	94.67	3.96