Pemantauan Kualitas Udara
Agam
2 April 2026 10:00DATA OBSERVASI
PM 2.5
28.00 μg/m³
ISPU
66
SedangRata-rata Peramalan 2 April 2026
PM 2.5
33.95 μg/m³
ISPU
73.59
SedangINFORMASI MODEL
Model: TransformedTargetRegressor: SVR (rbf) with Pipeline (StandardScaler → SelectKBest [k=8] → SVR) + PowerTransformer (Yeo-Johnson) Target Transform
US EPA AQI: 97.29 — Sedang
CV METRICS (SVR)
- R² = 0.57
- MAE = 9.10
- RMSE = 12.69
CV METRICS (BASELINE)
- R² = -0.10
- MAE = 16.36
- RMSE = 20.36