Dataset | H-ELM | ML-KELM | sdRVFL(d − l1/l2) | sdRVFL(dense − l1/l2) | D-sdRVFL(d) | D-sdRVFL(dense) |
musk-2 | 94.65 | 84.60 | 94.49 | 95.20 | 88.38 | 88.59 |
waveform | 86.27 | 85.60 | 84.67 | 85.73 | 81.47 | 82.40 |
bank | 89.08 | 88.63 | 89.00 | 89.15 | 88.63 | 88.56 |
glass | 58.46 | 49.23 | 58,46 | 60.00 | 56.92 | 56.92 |
statlog-image | 93.91 | 82.61 | 91.74 | 92.17 | 87.97 | 89.28 |
credit-approval | 81.46 | 85.85 | 81.48 | 87.04 | 77.78 | 79.26 |
Mean Acc. | 83.97 | 79.42 | 83.30 | 84.88 | 80.19 | 80.84 |