Table 12.
Enrichment values of (BEDROC α = 20) and (EF 1%) using our proposed method on MDDR1, MDDR2, MUV and DUD data sets
| |
MDDR1 |
MDDR2 |
MUV |
DUD |
||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
BEDROC (α = 20) |
EF (1%) |
BEDROC (α = 20) |
EF (1%) |
BEDROC (α = 20) |
EF (1%) |
BEDROC (α = 20) |
EF (1%) |
|||||||||
| Method | Mean | Median | Mean | Median | Mean | Median | Mean | Median | Mean | Median | Mean | Median | Mean | Median | Mean | Median |
|
TAN |
0.49 |
0.47 |
80.52 |
84.99 |
0.30 |
0.35 |
23.25 |
22.98 |
0.38 |
0.36 |
16.94 |
16.87 |
0.17 |
0.15 |
20.87 |
19.55 |
|
Top10 |
0.50 |
0.54 |
81.85 |
89.10 |
0.32 |
0.36 |
24.85 |
23.11 |
0.40 |
0.37 |
17.99 |
16.64 |
0.19 |
0.18 |
21.67 |
20.83 |
|
Top20 |
0.52 |
0.49 |
86.31 |
89.10 |
0.35 |
0.36 |
23.99 |
23.79 |
0.41 |
0.35 |
18.70 |
16.90 |
0.21 |
0.16 |
22.59 |
20.74 |
|
Top50 |
0.55 |
0.47 |
86.99 |
88.55 |
0.36 |
0.34 |
24.72 |
21.45 |
0.42 |
0.39 |
17.72 |
17.01 |
0.29 |
0.28 |
23.22 |
21.05 |
| Top100 | 0.63 | 0.62 | 91.17 | 90.05 | 0.47 | 0.51 | 27.87 | 23.99 | 0.45 | 0.40 | 19.94 | 18.64 | 0.35 | 0.30 | 25.61 | 22.14 |