Explainable Boosting Classifier (EBC) from InterpretML
Global Explanation: Analysis of feature importance in model prediction.
Bias Detection and Mitigation
Bias Identification: Through Explainable AI techniques.
Mitigation Strategy: Adjusting weights for age groups in the model to reduce age-related biases.