Table 3.
Direct testing results with 20 new molecules
|
SEP |
Positives |
DT |
ILP |
||||
|---|---|---|---|---|---|---|---|
| TP | FP | FAERS | TP | FP | FAERS | ||
| SEP_1 |
4 |
0 |
5 |
1 |
2 |
3 |
1 |
| SEP_2 |
11 |
1 |
2 |
1 |
0 |
1 |
1 |
| SEP_3 |
2 |
0 |
3 |
1 |
0 |
5 |
1 |
| SEP_4 |
3 |
0 |
3 |
1 |
1 |
2 |
1 |
| SEP_5 |
5 |
0 |
2 |
1 |
1 |
2 |
1 |
| SEP_6 |
5 |
1 |
5 |
3 |
2 |
3 |
1 |
| SEP_7 |
15 |
2 |
2 |
1 |
2 |
1 |
1 |
| SEP_8 |
4 |
1 |
1 |
1 |
1 |
3 |
1 |
| SEP_9 |
3 |
0 |
3 |
2 |
0 |
3 |
1 |
| SEP_10 |
5 |
0 |
1 |
0 |
0 |
3 |
1 |
| SEP_11 |
4 |
1 |
3 |
2 |
1 |
3 |
1 |
| SEP_12 |
0 |
0 |
5 |
1 |
0 |
4 |
1 |
| SEP_13 |
4 |
0 |
6 |
2 |
1 |
4 |
1 |
| SEP_14 |
4 |
1 |
0 |
0 |
1 |
5 |
2 |
| SEP_15 |
1 |
0 |
2 |
1 |
0 |
5 |
2 |
| SEP_16 |
3 |
0 |
6 |
2 |
2 |
7 |
3 |
| SEP_17 |
1 |
0 |
5 |
3 |
0 |
2 |
1 |
| SEP_18 |
2 |
0 |
3 |
1 |
0 |
2 |
1 |
| SEP_19 |
1 |
0 |
4 |
2 |
0 |
5 |
2 |
| SEP_20 |
3 |
0 |
3 |
1 |
1 |
4 |
1 |
| SEP_21 |
8 |
1 |
2 |
1 |
1 |
2 |
1 |
| SEP_22 |
5 |
0 |
3 |
1 |
1 |
5 |
1 |
| SEP_23 |
3 |
0 |
3 |
1 |
1 |
4 |
1 |
| SEP_24 |
5 |
1 |
4 |
2 |
2 |
5 |
2 |
| SEP_25 |
8 |
0 |
3 |
2 |
2 |
5 |
2 |
| SEP_26 | 4 | 0 | 6 | 3 | 0 | 3 | 1 |
Positives: number of positive examples in the test set according to SIDER, TP/FP: number of predicted true/false positives, FAERS: number of fished out molecules based on FAERS data.