Choosing Business Metrics

Business metrics and ML metrics always align perfectly Business outcomes have asymmetric costs—a false positive and false negative may have very different business impacts, which standard ML metrics treat equally Business metrics are easier to compute than ML metrics ML metrics should never be used; only business metrics matter