Pemantauan Kualitas Udara
Malang
2 April 2026 10:00DATA OBSERVASI
PM 2.5
81.00 μg/m³
ISPU
128
Tidak SehatRata-rata Peramalan 2 April 2026
PM 2.5
29.54 μg/m³
ISPU
68.16
SedangINFORMASI MODEL
Model: TransformedTargetRegressor: SVR (rbf) with Pipeline (StandardScaler → SelectKBest [k=8] → SVR) + PowerTransformer (Yeo-Johnson) Target Transform
US EPA AQI: 89.09 — Sedang
CV METRICS (SVR)
- R² = 0.49
- MAE = 14.94
- RMSE = 20.95
CV METRICS (BASELINE)
- R² = -0.65
- MAE = 28.94
- RMSE = 36.34