Computational Intelligence and Neuroscience / 2017 / Article / Tab 8

Research Article

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 8

Performance comparison with statistical test on Iris.

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

Iris (100, 3)Mean99.2099.3298.8561.3435.41
Std.±0.16±0.11±0.12±0.78±0.33
value0.621.000.014.59e − 056.21e − 08
Time0.0710.0750.0620.0551.290