Computational Intelligence and Neuroscience / 2017 / Article / Tab 3

Research Article

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 3

Performance comparison with statistical test on Auto MPG.

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

Auto MPG (200, 5)Mean82.2473.5579.0156.71<10
Std.±0.51±1.22±0.90±3.24
value1.001.15e − 067.35e − 045.16e − 050
Time0.0700.0710.0750.0581.235