Pemantauan Kualitas Udara
Bengkulu
30 Januari 2026 21:00DATA OBSERVASI
PM 2.5
15.00 μg/m³
ISPU
48
BaikPERAMALAN 30 Januari 2026
PM 2.5
19.2 μg/m³
ISPU
55.43
SedangINFORMASI 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: 69.81 — Sedang
CV METRICS (SVR)
- R² = -0.05
- MAE = 29.53
- RMSE = 38.64
CV METRICS (BASELINE)
- R² = -0.47
- MAE = 36.30
- RMSE = 45.28