Combined Probability
Weighted 4-formula avg
Magnitude Range
Min → max across formulas
Time Window
Expected event window
Risk Level
Combined assessment
4 Independent Formula Results
Formula Comparison — Probability
Formula Comparison — Magnitude
Combined Probability Forecast — Next 48h
Reliability vs Precision — All Formulas
G-R Law
Reliability
92%
Precision
68%
ML / RF
Reliability
88%
Precision
82%
LURR
Reliability
52%
Precision
44%
AMR
Reliability
34%
Precision
38%
Reliability = peer-reviewed scientific validation. Precision = how narrow/specific the output is. Higher agreement between formulas increases overall confidence in the combined result.
SeismoAI v1.0 · ESP32+ADXL335 · Ethiopia Earthquake Early WarningFinal Year Project · ECE · 2025