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Calibrating a classifier when the base rate changes

chrisstucchio.com · published 7 July 2020

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https://en.wikipedia.org/wiki/Quality-adjusted_life_year
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https://www.chrisstucchio.com/blog_media/2020/calibrated_classifier_base_rates/Adjusting_the_Outputs_of_a_Classifier_to_New_a_Priori_Probabilities_A_Simple_Procedure__Saerens2002a.pdf
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docs.scipy.org
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https://en.wikipedia.org/wiki/Brier_score
en.wikipedia.org
https://scikit-learn.org/stable/modules/generated/sklearn.metrics.average_precision_score.html
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https://www.chrisstucchio.com/blog_media/2020/calibrated_classifier_base_rates/Adaptive_Estimation_of_a_Density_Function_Using_Beta_Kernels__BK-2014.pdf
chrisstucchio.com