Table 5. Real data sets used for evaluation of the proposed approaches.
| Data set | Size | Features | Outliers (%) |
|---|---|---|---|
| b-cancer | 367 | 30 | 10 (2.70) |
| letter | 1600 | 32 | 100 (6.25) |
| pen-global | 809 | 16 | 90 (11.10) |
| satellite | 5100 | 36 | 75 (1.47) |
| wine | 129 | 13 | 10 (7.70) |
| Data set | Size | Features | Outliers (%) |
|---|---|---|---|
| b-cancer | 367 | 30 | 10 (2.70) |
| letter | 1600 | 32 | 100 (6.25) |
| pen-global | 809 | 16 | 90 (11.10) |
| satellite | 5100 | 36 | 75 (1.47) |
| wine | 129 | 13 | 10 (7.70) |