A Partially Interpretable Model with Black-Box Refinement
data_process: process tabular data into the format for the PIE model.
MAE: Mean Absolute Error
PIE: Partially Interpretable Model
PIE: A Partially Interpretable Model with Black-box Refinement
Make Predictions for PIE
RPE: Relative Prediction Error
sparsity_count
Implements a novel predictive model, Partially Interpretable Estimators (PIE), which jointly trains an interpretable model and a black-box model to achieve high predictive performance as well as partial model. See the paper, Wang, Yang, Li, and Wang (2021) <doi:10.48550/arXiv.2105.02410>.