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PM10 Concentration Forecasting on AirU air pollution dataset
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0.897
R^2 (3H)
GB
0.7098
0.7584
0.807
0.8556
Jun 23, 2026
R^2 (3H)
R^2 (6H)
R^2 (9H)
R^2 (12H)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R^2 (3H)
R^2 (6H)
R^2 (9H)
R^2 (12H)
GB
2026.06
0.897
0.845
0.736
0.814
RF
2026.06
0.891
0.837
0.724
0.81
ET
2026.06
0.89
0.837
0.743
0.817
LSTM
2026.06
0.812
0.618
0.684
0.64
Prophet
2026.06
0.802
0.739
0.684
0.633
GRU
2026.06
0.801
0.664
0.654
0.422
DT
2026.06
0.792
0.758
0.36
0.593
kNN
2026.06
0.717
0.621
0.527
0.588
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