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Performance comparison with statistical test on Car Evaluation.
| Data set (training number, category) | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP | |
|---|---|---|---|---|---|---|
| Car Evaluation (1000, 4) | Mean | 97.58 | 96.12 | 92.98 | 31.94 | 70.25 |
| Std. | ±0.38 | ±0.90 | ±1.11 | ±12.36 | ±5.53 | |
| p value | 1.00 | 0.01 | 1.97e − 06 | 8.24e − 10 | 3.68e − 08 | |
| Time | 0.204 | 0.217 | 0.240 | 0.548 | 2.751 |
