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
datafolder - 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