Table 4.
Parameters of the Shadow Algorithm Applied to HIPHOP Data
| Step no. | No. of input variables | Degree of measure | No. of corresponding tuples | Cut-off | No. of tuples passed cut-off | Num. of variables passed cut-off |
|---|---|---|---|---|---|---|
| 1 | 5905 | 2 (MI) | 17,431,560 | 20 std | 11771 | 1051 |
| 2 | 1051 | 3 ( ) |
192,937,325 | 1000 std | 383 | 279 |
| 3 | 279 | 4 ( ) |
247,073,751 | 55 std | 987 | 118 |
| 4 | 118 | 5 ( ) |
174,963,438 | 10.3 std | 53 | 74 |
Columns 2 and 7 show the number of input and output variables at each step, column 4 shows the number of tuples traversed during each step, and columns 5 and 6 show the cut-off values and the corresponding outlier tuples.