Research Article
Neural Models for Imputation of Missing Ozone Data in Air-Quality Datasets
Table 7
Radial-basis function network results for the Season Dataset.
| Subset | # of neurons | MSE | Time (s) | Mean | STD | Mean | STD |
| Spring | 10 | | | 0.046 | 0.096 | 30 | | | 0.050 | 0.098 | 50 | | | 0.047 | 0.096 |
| Summer | 10 | | | 0.045 | 0.098 | 30 | | | 0.045 | 0.096 | 50 | | | 0.047 | 0.096 |
| Autumn | 10 | | | 0.046 | 0.096 | 30 | | | 0.046 | 0.097 | 50 | | | 0.045 | 0.095 |
| Winter | 10 | | | 0.046 | 0.100 | 30 | | | 0.045 | 0.093 | 50 | | | 0.046 | 0.096 |
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