Pemantauan Kualitas Udara
Samarinda
30 Januari 2026 21:00DATA OBSERVASI
PM 2.5
38.00 μg/m³
ISPU
79
SedangPERAMALAN 30 Januari 2026
PM 2.5
44.56 μg/m³
ISPU
86.65
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: 123.3 — Tidak Sehat bagi Kelompok Sensitif
CV METRICS (SVR)
- R² = 0.01
- MAE = 15.73
- RMSE = 20.07
CV METRICS (BASELINE)
- R² = -0.74
- MAE = 21.29
- RMSE = 26.64