Computational Intelligence and Neuroscience / 2017 / Article / Tab 11

Research Article

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 11

Performance comparison with statistical test on Yeast.

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

Yeast (1000, 4)Mean66.7866.8767.3937.2333.95
Std.±0.72±0.94±0.36±3.71±2.11
value0.060.111.001.57e − 077.84e − 08
Time0.1930.2010.2350.4573.005