Predict_Air_Grade

Predict Air Quality Index for Delhi

Parameters Used -
Temperature
Wind speed
Relative Humidity
Traffic index
Air quality of previous day
Industrial parameters such as power plant emissions

Algorithm Used -
Support Vector Machine (SVM)
Naive Bayes
Other NN algo’s

Variation of PM 2.5 values over the last 3 years (Jan 2013 - Dec 2015)

Data Sources
Data for PM 2.5 provided by US Embassy in Delhi
Meteorologiacal Data
Traffic Data provided by CRRI
PM 2.5 Ratings

  PM 2.5    ConditionRating   0-30Good
  1 31-60   Satisfactory
  2 61-90   Moderately Polluted
  3 91-120  Poor
  4 121-250 Very Poor
  5 250+    Severe