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model class reliance

2 papers

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Also known as

MCR

Co-occurring keywords · papers mentioning both

random forest (2) variable importance (2) rashomon set (1) recidivism prediction (1) fairness analysis (1) permutation importance (1) prediction model (1)

Papers

Model Class Reliance for Random Forests NeurIPS 2020 All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously JMLR 2019