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Table 1 SVM performance using different kernel functions

From: Research on power equipment recognition method based on image processing

Kernel type

Classification accuracy (%)

Linear kernel function

95.5

Multinomial kernel function

94.3

Sigmoid kernel

96.7

Radial basis function

97.2