Research Article
Mexican Hat Wavelet Kernel ELM for Multiclass Classification
Table 4
Performance comparison with statistical test on Bank.
| Data set (training number, category) | | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP |
| Bank (2000, 2) | Mean | 89.71 | 89.89 | 86.50 | 65.85 | 87.99 | Std. | ±0.43 | ±0.36 | ±0.64 | ±1.43 | ±1.25 | value | 0.21 | 1.00 | 4.47e − 06 | 1.09e − 09 | 0.03 | Time | 0.657 | 0.652 | 0.8917 | 3.227 | 7.611 |
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