From: Functional clustering of time series gene expression data by Granger causality
Time series length/Number of clusters | 1 | 2 | 3 | 4 | 6 | 5 | silhouette width |
---|---|---|---|---|---|---|---|
Scenario 1 | |||||||
50 | 0 | 0 | 48 | 700 | 252 | 0 | 0.502 (0.098) |
75 | 0 | 0 | 1 | 785 | 214 | 0 | 0.582 (0.054) |
100 | 0 | 0 | 3 | 805 | 192 | 0 | 0.610 (0.042) |
200 | 0 | 0 | 4 | 825 | 171 | 0 | 0.641 (0.034) |
Scenario 2 | |||||||
50 | 0 | 0 | 65 | 713 | 222 | 0 | 0.479 (0.112) |
75 | 0 | 0 | 28 | 760 | 212 | 0 | 0.555 (0.071) |
100 | 0 | 0 | 9 | 834 | 157 | 0 | 0.587 (0.050) |
200 | 0 | 0 | 3 | 883 | 114 | 0 | 0.621 (0.029) |
Scenario 3 | |||||||
50 | 0 | 0 | 63 | 666 | 271 | 0 | 0.461 (0.123) |
75 | 0 | 0 | 18 | 784 | 198 | 0 | 0.552 (0.078) |
100 | 0 | 0 | 8 | 851 | 141 | 0 | 0.586 (0.050) |
200 | 0 | 0 | 6 | 883 | 111 | 0 | 0.618 (0.031) |
Scenario 4 | |||||||
50 | 0 | 0 | 53 | 686 | 261 | 0 | 0.465 (0.110) |
75 | 0 | 0 | 17 | 786 | 197 | 0 | 0.551 (0.075) |
100 | 0 | 0 | 11 | 815 | 174 | 0 | 0.581 (0.055) |
200 | 0 | 0 | 6 | 887 | 107 | 0 | 0.619 (0.033) |