BMC Genomics

Table 2 ARI and NMI value for different numbers of head attention

From: An optimized graph-based structure for single-cell RNA-seq cell-type classification based on non-linear dimension reduction

	2 head		4 head		6 head		8 head		10 head
Dataset	ARI	NMI	ARI	NMI	ARI	NMI	ARI	NMI	ARI	NMI
Biase	100	100	100	100	100	100	100	100	100	100
Chung	31.15	44.9	30.3	44.6	33.19	47.04	33.40	49.6	32.22	48.73
Mouse	39.00	65.98	39.31	66.43	40.36	67.31	40.82	68.05	40.16	67.6
Petropoulos	42.99	59.12	43.93	58.39	41.75	58.17	44.50	59.09	44	59.19
Mouse Brain	74.1	72.5	73.6	72.8	72.33	70.33	77.8	74.1	73.33	71.5

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ISSN: 1471-2164

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