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From
Beyond Tides and Time: Machine Learning’s Triumph in Water Quality Forecasting
Yinpu Li, Siqi Mao, Yaping Yuan, Ziren Wang, Yixin Kang, Yuanxin Yao
American Journal of Applied Mathematics and Statistics
.
2023
, 11(3), 89-97 doi:10.12691/ajams-11-3-2
Table 1. Data Description
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Table 2. Summary Statistics for Numerical Features
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Table 3. Summary Statistics for Numerical Features (Training data)
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Table 4. Water Quality Prediction Results (Numerical Features Only)
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Table 5. Water Quality Prediction Results (Numerical Features Only; Standardized)
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Table 6. Water Quality Prediction Results (Numerical Features: Standardized; Categorical Features: One-Hot Encoding)
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Table 7. Running Time Summary (Numerical Features: Standardized)
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Table 8. Running Time Summary in Seconds (Numerical Features: Standardized; Categorical Features: One-hot encoding)(in second)
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