F1, Precision, and recall scores for three different clustering methods on the neurofinder 02.00 training dataset with the same seed selection and postprocessing methods as HNCcorr
| Correlation similarity | (sim)2 similarity | |||||
|---|---|---|---|---|---|---|
| Clustering model | F1 | Precision | Recall | F1 | Precision | Recall |
| HNC | 70.3 | 65.6 | 75.6 | 73.8 | 72.6 | 75.1 |
| Spectral clustering (k-means) | 46.5 | 41.9 | 52.3 | 49.2 | 49.2 | 49.2 |
| Spectral clustering (threshold) | 22.4 | 13.1 | 77.2 | 23.7 | 14.4 | 66.0 |
For each clustering method, results are shown with two similarities measures: correlation and (SIM)2.