Table 4.
Dataset | Algorithm | NumBic | Genes | Conditions | VEt | Mean gene variance | |
---|---|---|---|---|---|---|---|
|
OPSM |
14 |
496.1 ± 791.1 |
8.6 ± 4.4 |
0.189 ± 0.051 |
1.39×105 ± 2.23×105 |
|
|
ISA |
0 |
- |
- |
- |
- |
|
Yeast 2884x17 |
CC |
100 |
34.0 ± 64.2 |
7.6 ± 3.2 |
0.151 ± 0.048 |
3.20×103 ± 3.16×103 |
|
|
Bimax |
56 |
2297.6 ± 26.1 |
15.3 ± 0.5 |
0.207 ± 0.004 |
1.42×105 ± 5.41×103 |
|
|
Evo-Bexpa |
100 |
44.0 ± 33.7 |
11.8 ± 3.9 |
0.051 ± 0.027 |
9.81×102 ± 5.00×102 |
|
|
OPSM |
12 |
1151.5 ± 1809.1 |
7.8 ± 4.1 |
0.155 ± 0.072 |
2.51×108 ± 4.22×108 |
|
|
ISA |
20 |
377.0 ± 191.0 |
2.7 ± 0.8 |
0.145 ± 0.053 |
5.98×108 ± 3.85×108 |
|
ET 7129x60 |
xMotifs |
1000 |
2134.6 ± 830.4 |
5.0 ± 0.0 |
0.135 ± 0.021 |
9.61×107 ± 3.74×107 |
|
|
CC |
100 |
53.1 ± 100.4 |
11.9 ± 7.9 |
0.310 ± 0.082 |
6.14×104 ± 2.06×105 |
|
|
Evo-Bexpa |
100 |
22.5 ± 6.8 |
50.8 ± 5.7 |
0.011 ± 0.003 |
1.78×107 ± 1.59×107 |
|
|
OPSM |
12 |
924.3 ± 1633.3 |
7.8 ± 4.3 |
0.103 ± 0.047 |
1.75×108 ± 2.89×108 |
|
Leukemia 7129x72 |
ISA |
34 |
253.1 ± 172.1 |
3.1 ± 1.1 |
0.147 ± 0.049 |
3.31×108 ± 2.17×108 |
|
|
CC |
100 |
53.5 ± 232.4 |
13.9 ± 8.6 |
0.265 ± 0.067 |
4.32×104 ± 8.53×104 |
|
|
Evo-Bexpa |
100 |
18.4 ± 2.9 |
63.3 ± 5.9 |
0.008 ± 0.002 |
4.46×106 ± 2.97×106 |
|
|
OPSM |
27 |
1170.6 ± 3274.1 |
16.2 ± 8.8 |
0.399 ± 0.163 |
1.73×107 ± 5.55×107 |
|
Steminal 26127x30 |
ISA |
0 |
- |
- |
- |
- |
|
|
CC |
100 |
179.1 ± 813.6 |
13.0 ± 3.1 |
0.219 ± 0.071 |
4.84×104 ± 1.19×105 |
|
Evo-Bexpa | 100 | 33.8 ± 17.9 | 26.3 ± 2.4 | 0.009 ± 0.004 | 4.80×105 ± 2.69×105 |
Results are represented by the number of biclusters obtained, means and deviations of their volume (number of genes and experimental conditions), and means and deviations of their VE t values and mean gene variance (see section Methods).