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Classifying coronary heart disease risk from NHANES survey data (2011-2018), with a full leakage audit and calibration check [P]

Via r/MachineLearning
Friday, Sep 18, 2026 · 12:36PM
Summary

Github repo : https://github.com/YouCele/nhanes-chd-classification I built a project that predicts self-reported, physician-diagnosed coronary heart disease using four cycles of NHANES data (2011-2012 to 2017-2018), about 21,500 adults after cleaning. It compares logistic regression with random fore

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