Pemantauan Kualitas Udara
Semarang
2 April 2026 10:00DATA OBSERVASI
PM 2.5
59.00 μg/m³
ISPU
105
Tidak SehatRata-rata Peramalan 2 April 2026
PM 2.5
75.89 μg/m³
ISPU
122.27
Tidak SehatINFORMASI MODEL
Model: TransformedTargetRegressor: SVR (rbf) with Pipeline (StandardScaler → SelectKBest [k=8] → SVR) + PowerTransformer (Yeo-Johnson) Target Transform
US EPA AQI: 165.29 — Tidak Sehat
CV METRICS (SVR)
- R² = 0.50
- MAE = 14.13
- RMSE = 18.73
CV METRICS (BASELINE)
- R² = -0.85
- MAE = 29.61
- RMSE = 36.13