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Benchmarks
Air Quality Index (AQI) Classification on OpenAQ 2017-2022 (5-fold location-grouped spatial CV)
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50.4
Accuracy
LightGBM
39.272
42.161
45.05
47.939
Apr 5, 2026
Accuracy
Macro F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1
LightGBM
2026.04
50.4
33.6
XGBoost
2026.04
48.7
30.6
Ridge
2026.04
41.5
16.8
Seasonal Naive
2026.04
39.7
9.5
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