Dataset Denoising Based on Manifold Assumption

Table 7

Continuity error.

	Isomap	LLE	HLLE	LTSA	LE	LPP	AML
Noise dataset	5.96	3.34	1.14	4.87	5.89	2.51	4.44
Denoising dataset	1.83	2.11	0.52	0.67	2.29	2.30	0.60
Noiseless dataset	1.57	1.88	0.24	0.49	2.34	2.43	0.44