Model Diagnostics, Machine Learning.
adaptability to dynamic environments. PiML provided a tool box to measure model robustness. It’s a performance based robustness metrics, that is to assess model performance to small changes in the covariate space. It proceeds as follows, Perturb x with changes △x. Calculate the model’s output f