The Multiplicative Formula combines all scoring factors using multiplication rather than addition, creating exponential separation between high-scoring and low-scoring patterns. This ensures that patterns with multiple positive factors receive dramatically higher scores than those with only one positive factor.
Target Formula:
Final_Score = Base_Confidence × Severity_Multiplier × Proximity_Factor ×
Temporal_Factor × Context_Factor × (1 - Frequency_Penalty)