Table 1.

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

	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