Research Article
Adaptive Online Sequential ELM for Concept Drift Tackling
Table 6
Testing accuracy in Cohen’s kappa (kappa error) in % AOS-ELM MNIST for different
and
.
| | Scenario | | | | | |
| | VD | 2000 | 95.92 (0.21) | 96.37 (0.20) | 96.83 (0.18) | 96.89 (0.18) | | 666 | 93.10 (0.27) | 95.18 (0.23) | 96.18 (0.20) | 95.60 (0.22) | | 713 | 93.30 (0.26) | 95.31 (0.22) | 96.28 (0.20) | 96.09 (0.20) |
| | RD | 2000 | 94.71 (0.24) | 94.93 (0.23) | 95.39 (0.22) | 95.42 (0.22) | | 630 | 91.3 (0.30) | 91.67 (0.29) | 93.61 (0.26) | 94.04 (0.25) | | 713 | 91.71 (0.29) | 92.70 (0.28) | 93.82 (0.25) | 94.23 (0.25) |
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