Table 1.
|
|
a
|
F-measure |
Recovered sequencing data [%] |
||||||
---|---|---|---|---|---|---|---|---|---|---|
u | 1 | 10 | 100 | 1,000 | 1 | 10 | 100 | 1,000 | ||
t = 1 (170 h) |
|
1 |
0.93 |
0.93 |
0.93 |
0.93 |
100.00 |
100.00 |
99.95 |
97.92 |
|
10 |
- |
0.93 |
0.92 |
0.93 |
- |
100.00 |
99.96 |
98.10 |
|
|
100 |
- |
- |
0.86 |
0.86 |
- |
- |
99.91 |
99.12 |
|
|
1,000 |
- |
- |
- |
0.67 |
- |
- |
- |
97.73 |
|
t = 100 (156 h) |
|
1 |
0.93 |
0.93 |
0.93 |
0.92 |
100.00 |
100.00 |
99.96 |
98.63 |
|
10 |
- |
0.93 |
0.92 |
0.92 |
- |
100.00 |
99.96 |
98.10 |
|
|
100 |
- |
- |
0.86 |
0.86 |
- |
- |
99.91 |
99.12 |
|
|
1,000 |
- |
- |
- |
0.67 |
- |
- |
|
97.73 |
|
t = 1,000 (110 h) | |
1 |
0.87 |
0.86 |
0.83 |
0.81 |
100.00 |
99.98 |
99.83 |
97.76 |
|
10 |
- |
0.86 |
0.83 |
0.81 |
- |
99.98 |
99.83 |
97.76 |
|
|
100 |
- |
- |
0.82 |
0.80 |
- |
- |
99.81 |
97.76 |
|
1,000 | - | - | - | 0.67 | - | - | - | 97.75 |
F-measure and fraction of recovered sequencing data from the secondary library (in %) for simulated data. RNASEG was applied to the forward strand of region 684,676 to 987,046 of the H. pylori genome. We set = 20,000, = 1,000, w = 100, and varying values for parameters t, a and u. We define: True positives (TP) are genes that are part of a transcript segment, true negatives (TN) are intergenic regions that are not part of a transcript segment, false positives (FP) are intergenic regions that are part of a transcript segment and false negatives (FN) are genes that are not part of a transcript segment. ‘-’ indicates parameter combinations that have not been tested because they are not sensible. Numbers in brackets below t correspond to the average runtime in CPU hours for all simulations with this value of t.