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Information about datasets and comparative methods. A1, A2, A3, A4, and A5 represent ELM_PSO, ELM_FS, SVM_FODPSO, RReliefF, and ELM_FODPSO, respectively.
| Label | Dataset | Number of instances | Number of features | Comparative methods |
|---|---|---|---|---|
| D1 | Poland | 1370 | 30 | A1, A2, A3, A4, A5 |
| D2 | Diabetes | 442 | 10 | A1, A2, A3, A4, A5 |
| D3 | Santa Fe Laser | 10081 | 12 | A1, A2, A3, A4, A5 |
| D4 | Anthrokids | 1019 | 53 | A1, A2, A3, A4, A5 |
| D5 | Housing | 4177 | 8 | A1, A3, A4, A5 |
| D6 | Abalone | 506 | 13 | A1, A3, A4, A5 |
| D7 | Cpusmall | 8192 | 12 | A1, A3, A4, A5 |
