Skip to main content

Table 3 Average NMI scores of 10 experiments compared with other supervised model on human scRNA-seq dataset

From: Combining gene ontology with deep neural networks to enhance the clustering of single cell RNA-Seq data

Number of clusters

2

4

6

NN(dense)

0.9008

0.8367

0.8434

NN(ppi/tf)

0.9873

0.9056

0.8243

GONN

0.9918

0.9179

0.8803

  1. See Table 2 for the hyper parameter selection of each model. Numbers in bold indicate the best performance