A Semi-Supervised Framework for MMMs-Induced Fuzzy Co-Clustering with Virtual Samples

Table 5

Comparison of recognition rates with and without virtual objects (CiteSeer-test).

Number of virtual objects per supervised object
	0.01	0.05	0.1	0.2
No virtual objects	0.488
1 (GBD)	0.498	0.505	0.502	0.493
1 (GBA)	0.501	0.496	0.493	0.488
2 (GBD)	0.502	0.494	0.504	0.492
2 (GBA)	0.503	0.497	0.495	0.494
2 (GBD+GBA)	0.503	0.503	0.494	0.499
4 (GBD+GBA)	0.487	0.486	0.475	0.479
5 (GBD)	0.475	0.477	0.470	0.491
5 (GBA)	0.474	0.469	0.464	0.472