Computational Intelligence and Neuroscience / 2017 / Article / Tab 2

Research Article

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 2

Performance comparison with statistical test on Abalone.

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

Abalone (2000, 3)Mean79.4279.2677.2462.5364.20
Std.±0.36±0.44±0.92±2.89±3.13
value1.000.447.35e − 042.12e − 073.47e − 07
Time0.6650.6730.9683.3577.835