Research Article
Dataset Denoising Based on Manifold Assumption
| ā | Isomap | LLE | HLLE | LTSA | LE | LPP | AML |
| Noise dataset | 227.3 | 217.8 | 80.21 | 313.06 | 189.5 | 153.2 | 189.0 | Denoising dataset | 32.76 | 60.13 | 31.79 | 31.71 | 135.4 | 145.8 | 25.34 | Noiseless dataset | 28.79 | 54.63 | 13.42 | 25.80 | 87.29 | 147.9 | 24.70 |
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