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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2014
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Article
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Tab 9
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Research Article
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