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. Author manuscript; available in PMC: 2023 May 7.
Published in final edited form as: Nat Methods. 2019 Oct 7;16(11):1139–1145. doi: 10.1038/s41592-019-0576-7

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