Table 3 Percentage of edges with time series length equals to 50/75/100/200 when the estimated number of clusters were correctly identified as four
From: Functional clustering of time series gene expression data by Granger causality
from/to | A | B | C | D |
|---|---|---|---|---|
Scenario 1 | ||||
A | 100/100/100/100 | 6.7/6.3/5.2/5.4 | 8.9/6.0/5.0/5.3 | 4.8/5.7/5.4/4.5 |
B | 6.9/7.1/5.5/6.8 | 99.9/100/100/100 | 7.8/6.2/6.3/4.6 | 5.6/6.9/4.9/5.6 |
C | 7.6/5.9/6.5/5.6 | 6.9/7.7/4.7/5.1 | 100/100/100/100 | 4.9/5.4/5.7/5.8 |
D | 6.2/5.3/5.1/4.7 | 5.3/5.2/5.3/5.7 | 7.0/5.2/5.2/5.6 | 100/100/100/100 |
Scenario 2 | ||||
A | 100/100/100/100 | 28.9/59.8/80.4/99.7 | 8.0/6.4/6.8/5.2 | 6.4/6.6/5.0/5.0 |
B | 5.4/5.3/5.5/4.6 | 100/100/100/100 | 29.6/60.9/82.1/99.9 | 6.4/6.3/5.7/5.7 |
C | 7.5/5.4/6.7/4.5 | 8.8/6.6/6.6/6.3 | 100/100/100/100 | 23.0/50.4/71.2/99.1 |
D | 17.6/35.5/51.2/95.4 | 6.5/4.2/3.4/5.0 | 12.5/10.4/7.5/5.0 | 100/100/100/100 |
Scenario 3 | ||||
A | 100/100/100/100 | 29.6/61.9/82.1/100 | 7.8/7.3/4.5/5.0 | 7.4/6.8/4.6/5.2 |
B | 28.5/53.0/78.0/99.9 | 100/100/100/100 | 31.8/61.1/82.9/99.9 | 7.0/7.1/6.2/4.7 |
C | 8.4/6.9/6.4/5.6 | 7.6/7.8/7.3/5.2 | 99.9/100/100/100 | 25.5/46.8/70.6/99.3 |
D | 6.8/5.6/5.8/5.0 | 5.5/4.5/5.7/4.3 | 13.9/8.2/6.1/5.4 | 100/100/100/100 |
Scenario 4 | ||||
A | 100/100/100/100 | 25.1/52.6/75.8/99.6 | 22.9/41.8/59.5/96.0 | 6.8/5.8/5.2/4.7 |
B | 6.7/5.9/5.7/5.9 | 100/100/100/100 | 28.6/58.4/81.9/100 | 7.9/6.0/6.1/5.2 |
C | 9.3/8.8/6.1/6.2 | 8.8/6.2/6.3/4.5 | 100/100/100/100 | 26.5/53.2/75.4/99.2 |
D | 5.4/5.8/5.1/4.7 | 5.8/5.0/4.2/5.2 | 14.9/11.9/7.9/5.4 | 100/100/100/100 |