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Deleting your losers buys 4.1 points of hit rate: an audit protocol for model retirement
Every prediction system eventually grows a lifecycle manager: models get born, promoted, demoted and killed. Ours has 8,789 model rows and a retirement pipeline that runs every two hours. For a long t...