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Comparisons of the mean and std of MSE between AE and CSDAE
| Noise factor | Train data MSE (mean ± std) | Test data MSE (mean ± std) | Test noised data MSE (mean ± std) | |
|---|---|---|---|---|
| AE | 0.01 | 0.000983 ± 0.000304 | 0.001088 ± 0.0004 | 0.001112 ± 0.000405 |
| CSDAE | 0.01 | 0.000829 ± 0.000282 | 0.000923 ± 0.000369 | 0.000922 ± 0.000368 |
| AE | 0.05 | 0.001039 ± 0.000334 | 0.001146 ± 0.000427 | 0.001255 ± 0.000445 |
| CSDAE | 0.05 | 0.001003 ± 0.000334 | 0.001103 ± 0.000421 | 0.001174 ± 0.00045 |
