Table 3:
A comparison of precision-recall area-under-the-curves (AUCs) for each of the visualization algorithms on each dataset.
| SAUCIE | PCA | Monocle2 | DM | UMAP | tSNE | |
|---|---|---|---|---|---|---|
| Artificial Tree 3 | 0.993 | 0.956 | 0.935 | 0.963 | 0.967 | 0.968 |
| Artificial Tree 7 | 0.994 | 0.951 | 0.921 | 0.98 | 0.986 | 0.99 |
| Artificial Tree 20 | 0.948 | 0.896 | 0.854 | 0.94 | 0.938 | 0.94 |
| DLA Tree | 0.865 | 0.817 | 0.725 | 0.819 | 0.836 | 0.845 |
| Half Circles | 0.975 | 0.97 | 0.94 | 0.937 | 0.958 | 0.946 |
| GMM | 0.999 | 0.972 | 0.953 | 0.5 | 0.992 | 0.992 |
| Paul et al | 0.944 | 0.948 | 0.896 | 0.807 | 0.842 | 0.865 |
| Setty et al | 0.882 | 0.87 | 0.839 | 0.508 | 0.501 | 0.501 |
| Zunder et al | 0.939 | 0.903 | 0.884 | 0.505 | 0.522 | 0.513 |