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Performance comparison with statistical test on Iris.
| Data set (training number, category) | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP | |
|---|---|---|---|---|---|---|
| Iris (100, 3) | Mean | 99.20 | 99.32 | 98.85 | 61.34 | 35.41 |
| Std. | ±0.16 | ±0.11 | ±0.12 | ±0.78 | ±0.33 | |
| p value | 0.62 | 1.00 | 0.01 | 4.59e − 05 | 6.21e − 08 | |
| Time | 0.071 | 0.075 | 0.062 | 0.055 | 1.290 |
