Pemantauan Kualitas Udara
Agam
30 Januari 2026 21:00DATA OBSERVASI
PM 2.5
23.00 μg/m³
ISPU
60
SedangPERAMALAN 30 Januari 2026
PM 2.5
8.95 μg/m³
ISPU
28.88
BaikINFORMASI MODEL
Model: TransformedTargetRegressor: SVR (rbf) with Pipeline (Imputer → RobustScaler → SelectKBest f_regression → SVR) + PowerTransformer (Yeo-Johnson) Target Transform + Time-weighted Exponential Decay (target: PM2.5, daily data)
US EPA AQI: 49.73 — Baik
CV METRICS (SVR)
- R² = -0.07
- MAE = 13.65
- RMSE = 18.03
CV METRICS (BASELINE)
- R² = -1.36
- MAE = 20.25
- RMSE = 24.83