Analytics Dashboard
Model performance metrics and system analytics for the IPR seizure prediction system.
Real-time
ML Regression
Regression Model Performance Overview
0.965
R² Score
Coefficient of determination
3.3
RMSE
Root Mean Square Error
2.3
MAE
Mean Absolute Error
56.1%
Mean Risk Score
Average predicted risk
Regression Model Details
Prediction Quality
R² Score (Variance Explained):
96.5%
Root Mean Square Error:
3.3 points
Mean Absolute Error:
2.3 points
Prediction Distribution
Mean Predicted Risk:
56.1%
Prediction Std Deviation:
17.0 points
Model Type:
Random Forest Regressor
120+ Countries
Comprehensive global coverage with USTR assessment integration
Continuous Risk Scores
0-100 risk prediction with live USTR data integration
Annual Updates
Model refreshed annually with latest USTR reports