SCMAG: A Semisupervised Single-Cell Clustering Method Based on Matrix Aggregation Graph Convolutional Neural Network

Table 3

Performance comparison in different methods.

Dataset	Iteration	Label propagation	Label spreading	Self-training	GCN	SCMAG
Patel	25	50.3	44.6	50.2	62.3	60.4
	50	67.8	59.1	58.5	76.5	75.7
	75	69.6	65.2	61.4	78.3	79.1
Xin	25	70.5	63.4	60.4	74.6	78.9
	50	77.1	74.6	68.2	87.1	90.6
	75	79.8	75.2	72.7	89.6	91.4
Usoskin	25	35.4	39.2	37.5	36.8	38.2
	50	38.1	41.4	43.3	43.7	44.1
	75	41.6	43.2	44.8	44.9	45.2