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Performance comparison with statistical test on Abalone.
| Data set (training number, category) | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP | |
|---|---|---|---|---|---|---|
| Abalone (2000, 3) | Mean | 79.42 | 79.26 | 77.24 | 62.53 | 64.20 |
| Std. | ±0.36 | ±0.44 | ±0.92 | ±2.89 | ±3.13 | |
| p value | 1.00 | 0.44 | 7.35e − 04 | 2.12e − 07 | 3.47e − 07 | |
| Time | 0.665 | 0.673 | 0.968 | 3.357 | 7.835 |
