Table 1.
Data-sets description [47].
| Data-sets | Number of features | Number of instances | Number of classes | Data category |
|---|---|---|---|---|
| Breastcancer (DS1) | 9 | 699 | 2 | Biology |
| BreastEW (DS2) | 30 | 569 | 2 | Biology |
| CongressEW (DS3) | 16 | 435 | 2 | Politics |
| Exactly (DS4) | 13 | 1000 | 2 | Biology |
| Exactly2 (DS5) | 13 | 1000 | 2 | Biology |
| HeartEW (DS6) | 13 | 270 | 2 | Biology |
| IonosphereEW (DS7) | 34 | 351 | 2 | Electromagnetic |
| KrvskpEW (DS8) | 36 | 3196 | 2 | Game |
| Lymphography (DS9) | 18 | 148 | 2 | Biology |
| M-of-n (DS10) | 13 | 1000 | 2 | Biology |
| PenglungEW (DS11) | 325 | 73 | 2 | Biology |
| SonarEW (DS12) | 60 | 208 | 2 | Biology |
| SpectEW (DS13) | 22 | 267 | 2 | Biology |
| Tic-tac-toc (DS14) | 9 | 958 | 2 | Game |
| Vote (DS15) | 16 | 300 | 2 | Politics |
| WaveformEW (DS16) | 40 | 5000 | 3 | Physics |
| WineEW (DS17) | 13 | 178 | 3 | Chemistry |
| Zoo (DS18) | 16 | 101 | 6 | Artificial |