A Gaussian Process Latent Variable Model for Subspace Clustering

Table 2

Accuracy.

	YALE	JAFFE	ORL	YEAST	USPS	TR11	TR41	TR45
GPLVM	29.80 ± 1.01	55.91 ± 2.94	21.58 ± 1.45	19.48 ± 1.49	23.14 ± 2.41	30.01 ± 2.58	42.87 ± 2.94	33.54 ± 2.31
B-GPLVM	32.12 ± 1.58	59.66 ± 2.14	25.17 ± 2.18	23.94 ± 1.54	28.14 ± 1.19	35.47 ± 1.50	48.99 ± 1.37	37.93 ± 2.54
LPP-GPLVM	36.14 ± 1.25	71.49 ± 2.75	38.97 ± 1.94	29.88 ± 1.73	61.71 ± 2.21	51.44 ± 2.20	49.79 ± 1.40	51.83 ± 2.91
SC	50.32 ± 1.23	73.55 ± 2.33	57.96 ± 1.45	35.91 ± 1.34	36.45 ± 2.90	52.69 ± 3.32	61.74 ± 1.8	55.91 ± 1.96
KSC	37.21 ± 1.55	72.19 ± 1.98	39.74 ± 2.39	31.18 ± 1.83	63.78 ± 3.87	53.74 ± 1.86	51.12 ± 1.11	53.44 ± 1.99
SSR	53.59 ± 1.09	85.92 ± 2.34	68.22 ± 1.98	27.62 ± 1.92	64.83 ± 2.39	41.06 ± 2.33	65.78 ± 2.58	73.45 ± 1.36
C-GPLVM	55.91 ± 1.38	86.14 ± 1.81	70.43 ± 1.30	33.71 ± 1.42	63.16 ± 2.01	55.89 ± 2.59	67.16 ± 2.14	75.25 ± 1.90