Xai, Iml, AI, Explainable Ai, Interpretability.
better performing but less interpretable model. During the modeling stage: Models could be simple and explainable (white box), or complex and opaque (black box). Decision trees and regression algorithms are common examples of white-box models that use interpretable transformations. Their mechanics