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. 2022 Aug 8;23:328. doi: 10.1186/s12859-022-04860-2

Table 2.

Marker gene misclassification rates in organs of origin in early foetal development

Data-set scGeneFit RankCorr SMaSH (DNN) SMaSH (RF) SMaSH (BRF) SMaSH (XGBoost)
HFO skin versus kidney versus liver (13.9, 0.85) (5.2, 0.95) (1.1, 0.99) (1.4, 0.99) (1.8, 0.98) (1.2, 0.99)

Performance in early foetal organ data, including the four different models implemented in SMaSH. All metrics are summarised as (M, F1) tuples. The top 2 performing models are indicated in bold for each data-set

HFO Human foetal organs