Semisupervised Deep Embedded Clustering with Adaptive Labels

Table 4

Clustering results on datasets of various ratios of labelled data.

Datasets	1%		2%		5%		10%		20%		30%		40%		50%
	ACC	NMI	ACC	NMI	ACC	NMI	ACC	NMI	ACC	NMI	ACC	NMI	ACC	NMI	ACC	NMI
MNIST	0.809	0.774	0.815	0.783	0.843	0.828	0.886	0.881	0.920	0.916	0.965	0.946	0.965	0.949	0.975	0.952
USPS	0.748	0.755	0.758	0.776	0.776	0.784	0.787	0.807	0.805	0.847	0.861	0.884	0.884	0.881	0.885	0.878
REUTERS-10K	0.751	0.506	0.758	0.519	0.769	0.554	0.795	0.586	0.863	0.68	0.918	0.764	0.954	0.829	0.956	0.831