Table 2. Descriptions of UCI benchmark datasets.
No. | Dataset | Number of Instances | Number of Features | Number of classes | Scientific area |
---|---|---|---|---|---|
1 | Breast Cancer | 569 | 32 | 2 | Biology |
2 | Dermatology | 366 | 33 | 6 | Biology |
3 | Soybean | 683 | 35 | 19 | Biology |
4 | QSAR | 1055 | 41 | 2 | Chemometrics |
5 | Synthetic Control | 600 | 60 | 6 | Computer |
6 | Mice Protein | 1080 | 82 | 8 | Biology |
7 | Gas Sensor Array | 13910 | 129 | 6 | Computer |
8 | Musk | 6598 | 168 | 2 | Physical |
9 | Multi-feature pixel | 2000 | 240 | 10 | Computer |
10 | Isolet | 1559 | 618 | 26 | Computer |