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Particulate Matter concentration prediction on PM2.5 (test)
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1.326
MAE
GB
1.25616
1.72758
2.199
2.67042
Jun 23, 2026
MAE
RMSE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
RMSE
R2
GB
2026.06
1.326
6.259
89.2
ET
2026.06
1.347
6.252
89.2
RF
2026.06
1.363
6.607
88.6
DT
2026.06
1.902
13.449
76.7
kNN
2026.06
2.366
17.391
69.9
LSTM
2026.06
2.45
23.69
68
Prophet
2026.06
2.8
4.95
66.9
GRU
2026.06
3.072
5.014
66.1
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