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Python’s «predict_proba» Doesn’t Actually Predict Probabilities (and How to Fix It)

How to assess and repair probability miscalibration

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Data scientists typically evaluate their predictive models in terms of accuracy or precision, but hardly ever ask themselves:

“Is my model capable of…