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Performance comparison with statistical test on Zoo.
| Data set (training number, category) | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP | |
|---|---|---|---|---|---|---|
| Zoo (50, 7) | Mean | 99.27 | 99.12 | 99.15 | 92.30 | 35.56 |
| Std. | ±0.14 | ±0.12 | ±0.13 | ±0.53 | ±1.21 | |
| p value | 1.00 | 0.74 | 0.81 | 1.50e − 03 | 1.58e − 04 | |
| Time | 0.075 | 0.076 | 0.057 | 0.056 | 1.135 |
