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. Author manuscript; available in PMC: 2021 May 4.
Published in final edited form as: ACM BCB. 2020 Sep;2020:1–10. doi: 10.1145/3388440.3412410

Table 2:

Comparison of MMD-MA with other unsupervised baselines using the mouse data set. The table lists the silhouette score for each method with respect to each time point in the mouse embryonic stem cell data set, with the average score in the final column. The best-performing method in each column is indicated in boldface.

Method Day 0 Day 3 Day 7 Day 11 NPC Avg.
MMD-MA 0.7633 0.5107 0.0214 −0.0525 0.9323 0.4767
UnionCom 0.6906 0.4788 0.0824 −0.1025 0.8076 0.4223
JLMA 0.1674 −0.0691 −0.3229 −0.3684 0.6019 0.0239
PCA 0.4355 0.4661 −0.055 −0.1239 0.6059 0.3095
Random Projection (avg.) 0.2825 −0.0031 −0.1762 −0.4136 0.6997 0.0887