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variable-wise-calibration

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, and cifar_example.ipynb, respectively

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Code and examples for "Variable-Based Calibration for Machine Learning Classifiers"

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