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. 2015 Feb 11;31(12):1974–1980. doi: 10.1093/bioinformatics/btv088

Fig. 4.

Fig. 4.

Evaluation of clustering algorithms by external validation measures, Purity, ARI and F1 score. The gold standard of classes is determined by cell types or developmental stages. For mouse embryonic cell dataset, gold standard also considers the library preparation technique (Smart-Seq or Smart-Seq2)