Pemantauan Kualitas Udara
Sorong
30 Januari 2026 21:00DATA OBSERVASI
PM 2.5
89.00 μg/m³
ISPU
136
Tidak SehatPERAMALAN 30 Januari 2026
PM 2.5
28.1 μg/m³
ISPU
66.39
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: 86.41 — Sedang
CV METRICS (SVR)
- R² = -0.21
- MAE = 10.67
- RMSE = 15.40
CV METRICS (BASELINE)
- R² = -1.56
- MAE = 15.46
- RMSE = 19.30