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Model Inputs
Model Outputs
Map Incident
Methodology
About
Accident Prediction App
Rail Incident Information
Location and Time Information
Latitude
Longitude
Elevation (m)
Province
Alberta
British Columbia
Ontario
Quebec
Others
Day or Night
Day
Night
Activity, Track, and Train Information
Subdivisional Owner
CN
CP
Others
Track Type
Main
Other than Main or Yard
Yard
Activity Type
Inspection and maintenance
Proceeding
Switching
Others
Accident/Incident Type
Derailement
Collision
DG Leaker
Others
Number of Trains Involved
1
More than 1
Total DG Cars Involved
1
2
More than two
Load-related Information
Operation Volume (T)
Hazmat Class
2
3
8
Other
Weather and Environmental Information
Weather Code
0
1
2
3
50
60
70
Temperature at 2m (°C)
Snowfall (cm)
Rain (cm)
Cloud Cover (%)
Relative Humidity at 2m (%)
Wind Speed at 10m (m/s)
Select Machine Learning Model for Predication
Logistic Regression
Neural Network
Decision Tree
Predict Dangerous
Goods Release