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The stability/variability of the Ncut algorithm, which was run 100 times for a k value of 2, 4, and 8 (each run is different due to the random initialization during the k-means step)
| F1000 |
HCP |
|||||
|---|---|---|---|---|---|---|
| 2 modules | 4 modules | 8 modules | 2 modules | 4 modules | 8 modules | |
| Ncut | 0.9308 ± 0.0612 | 0.9374 ± 0.0814 | 0.6963 ± 0.0703 | 0.9469 ± 0.0520 | 0.6830 ± 0.1614 | 0.7184 ± 0.0735 |
We reported the pairwise NMI’s mean and standard deviation between any two of the 100 runs for each k value.
