| |
| |
|
---|---|---|
Statlog | 6435 | 36 |
Winequality | 4898 | 11 |
Contraceptive | 1473 | 9 |
1 | 0 | 1 | 0 | |
2 | 0 | 1 | 1 | |
1 | 0 | 1 | 0 | |
0 | 0 | 0 | 0 | |
1 | 2 | 0 | 1 | |
1 | 2 | 0 | 1 | |
2 | 2 | 0 | 1 |
0.6 |
5473 | 9 | 329.61 |
0.8 |
3965 | 8 | 195.13 |
2648 | 8 | 111.42 | |
1.05 |
2344 | 7 | 79.82 |
1.1 |
2077 | 7 | 65.15 |
1.2 |
1628 | 6 | 54.59 |
2 | 0 | 1 | 1 | |
1 | 0 | 1 | 0 | |
0 | 0 | 0 | 0 | |
1 | 2 | 0 | 1 | |
2 | 2 | 0 | 1 |
| |
||||||
---|---|---|---|---|---|---|
Original data set | Redundancy removal | Sampling | Reduction result | Reduction time (s) | Reduction result | Computing time (s) |
1473 | 1425 | 665 | 9 | 12.62 | 8 | 4.13 |
| |
||||||
---|---|---|---|---|---|---|
Original data set | Redundancy removal | Sampling | Reduction result | Reduction time (s) | Reduction result | Computing time (s) |
4898 | 3961 | 1788 | 5 | 113.62 | 4 | 33.25 |