Research Article
Mexican Hat Wavelet Kernel ELM for Multiclass Classification
Table 3
Performance comparison with statistical test on Auto MPG.
| Data set (training number, category) | | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP |
| Auto MPG (200, 5) | Mean | 82.24 | 73.55 | 79.01 | 56.71 | <10 | Std. | ±0.51 | ±1.22 | ±0.90 | ±3.24 | | value | 1.00 | 1.15e − 06 | 7.35e − 04 | 5.16e − 05 | 0 | Time | 0.070 | 0.071 | 0.075 | 0.058 | 1.235 |
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