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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
  1. The rows and columns represent the clusters A, B, C, and D. The rate of false positives was controlled to 5% (p-value < 0.05). The edges which actually exists in the network are shown in bold.