Computational Intelligence and Neuroscience / 2017 / Article / Tab 10

Research Article

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 10

Performance comparison with statistical test on Image.

Data set (training number, category)MHW-KELMGauss-KELMPoly-KELMOriginal ELMSCG-BP

Image (100, 7)Mean93.8785.1287.5835.5616.13
Std.±1.54±0.78±0.46±1.94±3.25
value1.006.64e − 061.78e − 068.91e − 092.45e − 11
Time0.0750.0720.0610.0561.193