🔄 Counterfactuals: go_to_barber → supermarket
Counterfactual Scenario Exploration - "What if...?"
📊 Current Path
Route: go_to_barber → cut_hair → mass → supermarket
Cost total: 2.84
📈 Confidence Interval (95% CI)
Epistemic Uncertainty: 0.0%
Model knowledge limits
Model knowledge limits
Aleatoric Uncertainty: 8.8%
Data noise
Data noise
🎯 Alternative Scenarios
Scenario 1 🥇
36% impact
Modification: Remove edge 127→2 (cost 1.04)
📍 Original
Path cost: 2.84
🔄 Alternative
Cost without expensive edge: 1.81
Scenario 2 🥈
28% impact
Modification: Use alternative path (+0.80 cost)
📍 Original
Best path: cost 2.84
🔄 Alternative
Runner-up: cost 3.64
💡 Contrastive Explanation
Alternative paths exist with similar costs. The choice is sensitive to small variations.