pyModelCalibrate is an easy-to-use package to calibrate any deep learning/ machine learning model. All the calibration models have sklearn type interface with model.fit() and model.predict() to train and test the model.
Model | Paper |
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Histogram Binning | |
Isotonic Regression | Transforming classifier scores into accurate multiclass probability estimates. |
Platt Scaling | Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods |