InfraVision
⚡ Explainable AI Core
Algorithm Transparency (SHAP)
Open the black box. SHAP (SHapley Additive exPlanations) values decompose exactly why the machine learning models assigned a specific sustainability score to any geographic zone.
Inference Parameters
SHAP Mechanics
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Risk MultipliersGreen vectors mathematically push the final output higher, contributing positively to the base value.
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Risk MitigatorsRed vectors exert downward pressure on the score, acting as protective factors against high risk.