Decision support, not an official warning

HazeMY Risk Score and Smart Commute rankings are application-defined, model-based decision-support metrics. They do not supersede official notifications from the Department of Environment (DOE), APIMS, or the Ministry of Health. When the monitoring network cannot be reached, readings shown are clearly labelled demonstration baselines rather than observations.

Supported inputs
  • Open-Meteo CAMS model estimates
  • Continuous Malaysian Ground Monitoring Station Network
  • NASA FIRMS and routing services when configured
Method notes
  • XGBoost PM2.5 (T+3h, R²=0.707)
  • TreeSHAP Local Feature Attribution
  • 70/30 Risk-Time Multi-Criteria Commute
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