Research Article
Robust Matching Pursuit Extreme Learning Machines
Table 4
Parameter settings of six methods.
| ā | ELM | RELM | OMP-ELM | ORELM | ELM-RCC | KRSLMP-ELM | ā | | | | | | | | | | | | | | |
| Servo | 25 | 90 | | 100 | 20 | 120 | | 65 | 0.8 | | 200 | 40 | | 1.5 | Auto MPG | 20 | 40 | | 50 | 15 | 100 | | 100 | 0.3 | | 200 | 80 | | 0.8 | Body fat | 20 | 100 | | 50 | 15 | 100 | | 160 | 0.1 | | 100 | 25 | | 1.1 | Concrete | 120 | 185 | | 200 | 80 | 200 | | 200 | 0.6 | | 500 | 140 | | 0.6 | Housing | 40 | 180 | | 200 | 30 | 200 | | 200 | 0.8 | | 500 | 150 | | 0.5 | Yacht | 90 | 185 | | 200 | 60 | 200 | | 195 | 0.4 | | 500 | 145 | | 0.3 | Airfoil | 130 | 200 | | 200 | 85 | 180 | | 150 | 0.4 | | 500 | 140 | | 1.0 |
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