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Imbalanced Outcomes

m-clark.github.io · published 7 April 2025

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https://github.com/m-clark/m-clark.github.io/blob/master/posts/2025-01-28-class-imbalance/wine_quality.ipynb
github.com
https://archive.ics.uci.edu/ml/datasets/wine+quality
archive.ics.uci.edu
https://scikit-learn.org/stable/auto_examples/calibration/plot_calibration_curve.html
scikit-learn.org
https://www.machinelearningmastery.com/roc-curves-and-precision-recall-curves-for-classification-in-python/
machinelearningmastery.com
https://doi.org/10.48550/arXiv.2201.08528
doi.org
https://doi.org/10.48550/arXiv.2010.01412
doi.org
https://developers.google.com/machine-learning/crash-course/classification/roc-and-auc
developers.google.com
https://doi.org/10.1093/jamia/ocac093
doi.org
https://www.fharrell.com/post/class-damage/
fharrell.com
http://appliedpredictivemodeling.com/blog/2014/2/1/lw6har9oewknvus176q4o41alqw2ow
appliedpredictivemodeling.com
https://doi.org/10.48550/arXiv.1708.02002
doi.org
https://mindfulmodeler.substack.com/p/dont-fix-your-imbalanced-data
mindfulmodeler.substack.com
https://arxiv.org/abs/1904.01685
arxiv.org
https://arxiv.org/abs/2312.02517
arxiv.org
https://doi.org/10.48550/arXiv.2002.08512
doi.org
Elsewhere on m-clark.github.io (1)