chore(tuning): tune the algorithm parameters to improve accuracy

Author: calebevans

src/main/resources/application.properties

@@ -3,18 +3,18 @@ pattern.directory=/shared/patterns
 
 ## Scoring Configuration ##
 # Proximity scoring parameters for exponential decay
-scoring.proximity.decay-constant=10.0
-scoring.proximity.max-window=100
+scoring.proximity.decay-constant=15.0
+scoring.proximity.max-window=150
 
 # Chronological scoring
-scoring.chronological.early-bonus-threshold=0.2
-scoring.chronological.max-early-bonus=2.5
+scoring.chronological.early-bonus-threshold=0.15
+scoring.chronological.max-early-bonus=3.0
 scoring.chronological.penalty-threshold=0.5
 
 # Context analysis
-scoring.context.max-context-factor=2.5
+scoring.context.max-context-factor=3.0
 
 # Frequency tracking parameters for penalty calculation
-scoring.frequency.threshold=10.0
-scoring.frequency.max-penalty=0.8
+scoring.frequency.threshold=5.0
+scoring.frequency.max-penalty=0.9
 scoring.frequency.time-window-hours=1