From: The stability of different aggregation techniques in ensemble feature selection
Dataset name and source | No. observations | No. Features | No. Classes | Dimensionality\(^{*}\) |
---|---|---|---|---|
Jasminea | 2984 (1492/1492) | 145 | 2 | 0.048592 |
Imageb | 2000 (1420/580) | 140 | 2 | 0.070000 |
Scenec | 2407 (1976/431) | 295 | 2 | 0.122559 |
Muskd | 6598 (5581/1017) | 170 | 2 | 0.025765 |
Philippinea | 5832 (2916/2916) | 309 | 2 | 0.052984 |
Ionosphered | 351 (126/225) | 34 | 2 | 0.096866 |
Optdigitsb | 5620 (572/5048) | 64 | 2 | 0.011388 |
Satelliteb | 5100 (75/5025) | 37 | 2 | 0.007255 |
Adaa | 4147 (1029/3118) | 49 | 2 | 0.011816 |
Spliceb | 3190 (1535/1655) | 62 | 2 | 0.019436 |
Indian Pinesb | 9144 | 221 | 8 | 0.024168 |
Semeiond | 1593 | 257 | 10 | 0.161330 |