|
Method
|
Time course granularity
|
Mean precision
|
Mean recall
|
Mean F
1
|
F
1
SEM
|
|---|
|
GC
|
11
|
0.43
|
0.61
|
0.50
|
2.88E-02
|
| |
21
|
0.40
|
0.70
|
0.49
|
3.35E-02
|
| |
31
|
0.35
|
0.75
|
0.47
|
3.80E-02
|
|
DBNs
|
11
|
0.84
|
0.15
|
0.26
|
4.33E-02
|
| |
21
|
0.55
|
0.42
|
0.47
|
3.66E-02
|
| |
31
|
0.68
|
0.30
|
0.40
|
2.79E-02
|
|
CTBNs
|
11
|
0.70
|
0.36
|
0.47
|
2.05E-02
|
| |
21
|
0.72
|
0.48
|
0.57
|
5.54E-02
|
| |
31
|
0.59
|
0.51
|
0.54
|
3.23E-02
|
|
Method
|
Time course granularity
|
Mean precision
|
Mean recall
|
Mean
F
1
|
F
1
SEM
|
|
GC
|
11
|
0.47
|
0.76
|
0.57
|
4.05E-02
|
| |
21
|
0.28
|
0.81
|
0.41
|
5.78E-02
|
| |
31
|
0.29
|
0.80
|
0.42
|
3.56E-02
|
|
DBNs
|
11
|
0.76
|
0.21
|
0.32
|
2.32E-02
|
| |
21
|
0.60
|
0.57
|
0.58
|
4.31E-02
|
| |
31
|
0.63
|
0.40
|
0.48
|
3.86E-02
|
|
CTBNs
|
11
|
0.60
|
0.53
|
0.60
|
3.25E-02
|
| |
21
|
0.72
|
0.70
|
0.70
|
6.03E-02
|
| |
31
|
0.56
|
0.67
|
0.60
|
3.48E-02
|
- Tests refer to 20NETs, organism E.coli (top) and S. cerevisiae (bottom). Aggregate F
1
, precision and recall values are calculated as the arithmetic mean over the sets of 10 sampled network instances, the standard error of the F
1
mean (SEM) is also shown. See also Figure 4.
