Computational Intelligence and Neuroscience / 2017 / Article / Tab 13

Research Article

Mexican Hat Wavelet Kernel ELM for Multiclass Classification

Table 13

Performance comparison with statistical test on Letter.

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

Letter (2000, 26)Mean72.6286.8068.7915.51<10
Std.±13.26±4.32±3.88±5.48
value0.111.000.012.43e − 030
Time1.6681.8332.1324.5597.270