Research Article

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 6

Performance comparison with statistical test on Wine.

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

Wine (100, 3)Mean99.8283.6399.2850.1036.87
Std.±0.09±0.81±0.13±2.93±1.28
value1.005.52e − 070.674.14e − 098.05e − 10
Time0.0700.0720.0580.0581.088