Code and examples for "Variable-Based Calibration for Machine Learning Classifiers," published at AAAI 2023.
- Code for visualization and recalibration can be found in
Dataset.py
- Data files used are in the
data
folder - Visualizations from the Introduction are created in
cardio_example.ipynb
- Experiments from Sections 7.1, 7.2, 7.3, 7.4 are found in
adult_example.ipynb
,yelp_example.ipynb
,bank_example.ipynb
, andcifar_example.ipynb
, respectively