Table 2 |
||||
|
Summary of Bioassay datasets used in the predictive models |
||||
| Assay |
No of Attributes |
Screening Type |
Compounds |
Minority Class % |
|
|
||||
| AID362 |
144 |
Primary |
4279 |
1.4% |
| AID604 |
154 |
Primary |
59788 |
0.35% |
| AID456 |
153 |
Primary |
9982 |
0.27% |
| AID688 |
154 |
Primary |
27198 |
0.91% |
| AID373 |
154 |
Primary |
59788 |
0.1% |
| AID746 |
154 |
Primary |
59788 |
0.61% |
| AID687 |
153 |
Primary |
33067 |
0.28% |
| AID746&AID1284 |
154 |
Primary and Confirmatory |
59784 |
0.1% |
| AID604&AID644 |
154 |
Primary and Confirmatory |
59782 |
0.11% |
| AID373&AID439 |
154 |
Primary and Confirmatory |
59795 |
0.02% |
| AID687&AID721 |
153 |
Primary and Confirmatory |
33046 |
0.06% |
| AID1608 |
154 |
Confirmatory |
1033 |
6.58% |
| AID644 |
100 |
Confirmatory |
206 |
32.52% |
| AID1284 |
103 |
Confirmatory |
362 |
15.75% |
| AID439 |
81 |
Confirmatory |
69 |
18.84% |
| AID721 |
87 |
Confirmatory |
94 |
22.34% |
| AID1608 |
914 |
Confirmatory |
1033 |
6.58% |
| AID644 |
914 |
Confirmatory |
206 |
32.52% |
| AID1284 |
914 |
Confirmatory |
362 |
15.75% |
| AID439 |
914 |
Confirmatory |
69 |
18.84% |
| AID721 |
914 |
Confirmatory |
94 |
22.34% |
|
|
||||
|
Schierz Journal of Cheminformatics 2009 1:21 doi:10.1186/1758-2946-1-21 |
||||
