Supplementary Tables for "Machine learning framework for energy consumption prediction in wastewater treatment plants combining resampling and cohort Shapley value analysis"
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| Format: | Recurso digital |
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Zenodo
2025
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| _version_ | 1866901608409858048 |
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| author | Tang, Kangrong |
| author_facet | Tang, Kangrong |
| contents | <p>The uploaded dataset includes four supplementary tables: (1) Descriptive statistics of variables, including mean, minimum, maximum, and standard deviation; (2) Class imbalance ratios of unit energy consumption (UEC) before and after resampling; (3) UEC classification thresholds in accordance with DB11/T 1262-2015; and (4) The relationship between water quality indicators and related structures.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15208305 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Supplementary Tables for "Machine learning framework for energy consumption prediction in wastewater treatment plants combining resampling and cohort Shapley value analysis" Tang, Kangrong <p>The uploaded dataset includes four supplementary tables: (1) Descriptive statistics of variables, including mean, minimum, maximum, and standard deviation; (2) Class imbalance ratios of unit energy consumption (UEC) before and after resampling; (3) UEC classification thresholds in accordance with DB11/T 1262-2015; and (4) The relationship between water quality indicators and related structures.</p> |
| title | Supplementary Tables for "Machine learning framework for energy consumption prediction in wastewater treatment plants combining resampling and cohort Shapley value analysis" |
| url | https://doi.org/10.5281/zenodo.15208305 |