BMC Medical Genomics

Table 1 Clustering of genes identified by TD-based unsupervised FE for synthetic data

From: Tensor decomposition-based unsupervised feature extraction identifies candidate genes that induce post-traumatic stress disorder-mediated heart diseases

	1	2	3	4	5	6	7	8	9	10	11
	Mclust
1	80	0	0	0	0	0	0	0	0	0	5
2	0	71	0	0	0	0	0	0	0	0	5
3	0	0	90	0	0	0	0	0	0	0	1
4	0	0	0	65	0	0	0	0	0	0	1
5	0	0	0	0	69	0	0	0	0	0	2
6	0	0	0	0	0	00	0	0	0	0	16
7	0	0	0	0	0	66	0	0	0	0	2
8	0	0	0	0	0	0	66	0	0	0	5
9	0	0	0	0	0	0	0	77	0	0	4
10	0	0	0	0	0	0	0	0	74	0	3
11	0	0	0	0	0	0	0	0	0	81	11
	Ward
1	81	0	0	0	0	0	0	0	0	0	5
2	0	71	0	0	0	0	0	0	0	0	4
3	0	0	90	0	0	0	0	0	0	0	3
4	0	0	0	65	0	0	0	0	0	0	1
5	0	0	0	0	69	0	0	0	0	0	8
6	0	0	0	0	0	66	0	0	0	0	4
7	0	0	0	0	0	0	66	0	0	0	8
8	0	0	0	0	0	0	0	77	0	0	5
9	0	0	0	0	0	0	0	0	64	0	4
10	0	0	0	0	0	0	0	0	0	35	3
11	0	0	0	0	0	0	0	0	0	46	10

Rows: gene sets (the first to the tenth are the gene sets to which the first 1000 genes are likely to belong, and the 11th is the gene set to which the remaining 29,000 genes are likely to belong), columns: clustering

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ISSN: 1755-8794

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