Research Article
Dataset Denoising Based on Manifold Assumption
| ā | 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 |
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