🚗 Accident Risk Predictor
🔍 Model:
Beginner-Friendly CatBoost Regressor
🏆 Kaggle Oct-2025 Competition
📊 Validation RMSE Score:
0.05561
🧠 Predicts normalized accident risk between
0 (low)
and
1 (high)
.
Road Type:
Urban
Rural
Highway
Number of Lanes:
2
Curvature:
0.06
Speed Limit (km/h):
35
Lighting:
Daylight
Dim
Night
Weather:
Clear
Rainy
Foggy
Road Signs Present:
Yes
No
Public Road:
Yes
No
Time of Day:
Morning
Afternoon
Evening
Night
Holiday:
No
Yes
School Season:
Yes
No
Reported Accidents of Your Vehicle:
1
Predict