Measure what counts: An evaluation pattern for software data analysis
Emmanuel Letier, Camilo Fitzgerald · 2013
The `Measure what counts' pattern consists in evaluating software data analysis techniques against problem-specific measures related to cost and other stakeholders' goals instead of relying solely on generic metrics such as recall, precision, F-measure, and Receiver Operating Characteristic area.