Research Article
Nonlinear Model-Based Method for Clustering Periodically Expressed Genes
Table 3
The values of AARI for different clustering methods on synthetic data.
| No. of clusters | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| Random initial | 0.2638 | 0.4391 | 0.7734 | 0.9778 | 0.8766 | 0.8361 | 0.8140 | 0.7991 | 0.7895 | k-means | 0.2586 | 0.5088 | 0.6335 | 0.6970 | 0.7794 | 0.7731 | 0.7620 | 0.6758 | 0.6904 | k-means initial | 0.2310 | 0.4391 | 0.7889 | 0.9913 | 0.8824 | 0.8328 | 0.8185 | 0.8027 | 0.7771 |
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