Dataset Denoising Based on Manifold Assumption

Table 6

Trustworthiness error.

	Isomap	LLE	HLLE	LTSA	LE	LPP	AML
Noise dataset	12.78	11.46	4.43	13.91	27.48	8.39	12.84
Denoising dataset	2.99	3.29	0.94	1.23	4.12	8.34	1.09
Noiseless dataset	1.62	2.09	0.29	0.92	4.08	6.74	0.88