Table 2.
The detailed information of the tested open datasets
Datasets | No. of instances | No. of attributes | No. of trained instances | No. of tested instances | Desired outputs |
---|---|---|---|---|---|
Boston | 506 | 13 | 253 | 253 | Median house value |
Abalone | 4177 | 8 | 2080 | 2097 | Number of rings |
Airfoil | 1503 | 6 | 753 | 750 | Sound pressure level |
Communities | 1994 | 128 | 997 | 997 | Violent crimes per capita |
CCPP | 9568 | 4 | 4784 | 4784 | Net hourly electrical energy |
Sock | 950 | 9 | 500 | 450 | Company10 |