AI ModelModel Explainability

SHAP

Used in 24 AI implementations

Industries Using SHAP

pharmaceuticalsbiotech3finance3healthcare3insurance2sports2telecommunications2energy2agriculture1

Often Used With

XGBoost (11)LightGBM (8)LIME (7)Random Forest (5)CatBoost (4)SMOTE (3)Partial Dependence Plots (2)NSGA-III (1)NACC participant dataset (1)CSF biomarker measurements (1)Monte Carlo simulation (1)Bootstrap analysis (1)

Quick Stats

24
Total Use Cases
14
Industries
12
Related Technologies

Use Cases Using SHAP

energy-hydrogen-infrastructure10.0

SHAP-based sensitivity analysis for hydrogen gas-mixture monitoring and design

telecommunications10.0

Explainable telecom customer churn prediction with soft-voting gradient boosting ensemble

energy10.0

Utility customer churn prediction with automated retention actions

energy10.0

Regime-aware allocation signals for clean-energy and ESG-sensitive portfolios

real-estate10.0

Submarket-aware valuation intelligence comparing apartments, houses, and time trends

energy10.0

Explainable AI validation for thermodynamic trust and sensor issue detection

real-estate10.0

Explainable house price prediction for buyer and valuation decision support

pharmaceuticalsbiotech10.0

Quantum-explainable biomarker prediction for precision medicine

pharmaceuticalsbiotech10.0

Automated rule-level assessment of trial exclusion criteria impact

pharmaceuticalsbiotech10.0

Explainable protocol editing support for trial design review

energy10.0

AI surrogate modeling and Pareto optimization for biomass gasification syngas production