Table 1. Descriptions of UCI datasets.
| No. | Ref. | Name | #Instance | #Attribute | #Class | Balanced/Imbalanced |
|---|---|---|---|---|---|---|
| 1 | Nakai (1996) | Ecoli | 336 | 7 | 8 | Imbalanced |
| 2 | Silva & Maral (2013) | Leaf | 340 | 14 | 36 | Imbalanced |
| 3 | Dias, Peres & Bscaro (2009) | Libras | 360 | 90 | 15 | Balanced |
| 4 | Higuera, Gardiner & Cios (2015) | Mice | 1,077 | 72 | 8 | Imbalanced |
| 5 | Lichtinghagen, Klawonn & Hoffmann (2020) | HCV Data | 589 | 12 | 5 | Imbalanced |
| 6 | Barreto & Neto (2005) | Column3C | 310 | 6 | 3 | Imbalanced |
| 7 | Quinlan (1986) | NewThyroid | 215 | 5 | 3 | Imbalanced |
| 8 | Deterding, Niranjan & Robinson (1988) | Vowel | 990 | 13 | 11 | Imbalanced |
| 9 | Fisher (1936) | Iris | 150 | 4 | 3 | Imbalanced |
| 10 | Charytanowicz et al. (2010) | Seeds | 210 | 7 | 3 | Balanced |
| 11 | Bhatt (2017) | Wireless | 2,000 | 7 | 4 | Balanced |
| 12 | Aeberhard & Forina (1992) | Wine | 178 | 13 | 3 | Imbalanced |
| 13 | Cardoso (2013) | WholesaleR | 440 | 6 | 3 | Imbalanced |
| 14 | JP & Jossinet (1996) | Breast Tissue | 106 | 9 | 6 | Imbalanced |
| 15 | Breiman et al. (1984) | Led7Digit | 500 | 7 | 7 | Imbalanced |
Note:
# represents “the number of”.