Table 2.
Average run time (in seconds).
| Dataset | # instances × features | MP-AL | Matrix | Disc | Fisher |
|---|---|---|---|---|---|
| Vehicles | 94 × 19 | 0.42 | 3.35 | 4.42 | 1.14 |
| Iris | 150 × 5 | 0.58 | 6.64 | 7.97 | 2.96 |
| Wine | 178 × 3 | 0.59 | 7.81 | 10.76 | 8.38 |
| Sonar | 208 × 60 | 0.76 | 8.68 | 12.78 | 10.04 |
| Image Segmentation | 210 × 19 | 0.76 | 12.47 | 22.43 | 16.51 |
| Heart | 270 × 13 | 1.21 | 26.14 | 26.93 | 18.88 |
| Waveform | 350 × 21 | 2.54 | 52.21 | 81.28 | 38.57 |
| Musk | 476 × 167 | 3.81 | 153.02 | 265.71 | 121.23 |
| Fly-FISH | 511 × 3850 | 6.5 | 360.70 | 3330.16 | 923.30 |