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Performance comparison with statistical test on Wine.
| Data set (training number, category) | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP | |
|---|---|---|---|---|---|---|
| Wine (100, 3) | Mean | 99.82 | 83.63 | 99.28 | 50.10 | 36.87 |
| Std. | ±0.09 | ±0.81 | ±0.13 | ±2.93 | ±1.28 | |
| p value | 1.00 | 5.52e − 07 | 0.67 | 4.14e − 09 | 8.05e − 10 | |
| Time | 0.070 | 0.072 | 0.058 | 0.058 | 1.088 |
