Table 9.
Data set (training number, category) | MHW-KELM | Gauss-KELM | Poly-KELM | Original ELM | SCG-BP | |
---|---|---|---|---|---|---|
Glass (100, 2) | Mean | 98.11 | 98.47 | 99.41 | 92.83 | 75.76 |
Std. | ±0.31 | ±0.42 | ±0.35 | ±1.79 | ±3.63 | |
p value | 0.02 | 0.06 | 1.00 | 3.50e − 05 | 9.93e − 07 | |
Time | 0.072 | 0.074 | 0.065 | 0.057 | 1.074 |