metric evaluation
[ˈmɛtrɪk ɪˌvæl.juˈeɪ.ʃən]
nounpl: metric evaluations
avaliação métrica
1. The process of assessing, measuring, or analyzing performance, quality, or effectiveness using quantifiable metrics or numerical standards
The metric evaluation of the software revealed a 23% improvement in processing speed.
A avaliação métrica do software revelou uma melhoria de 23% na velocidade de processamento.
2. In data science and machine learning, the systematic assessment of model performance using specific measurable indicators such as accuracy, precision, recall, or F1-score
Metric evaluation is crucial before deploying machine learning models to production.
A avaliação métrica é crucial antes de implementar modelos de aprendizado de máquina em produção.
3. A structured analysis of results against predetermined benchmarks or key performance indicators (KPIs)
The team conducted a metric evaluation to determine if their marketing campaign met the quarterly targets.
A equipe realizou uma avaliação métrica para determinar se sua campanha de marketing atingiu as metas trimestrais.
The term 'metric evaluation' is heavily used in contemporary tech culture in both the USA and Brazil, reflecting the data-driven approach prevalent in software development, business intelligence, and scientific research. In Brazil, there's growing adoption of this terminology in corporate environments, particularly among tech startups in São Paulo. The concept aligns with the global trend toward evidence-based decision making and quantifiable outcomes in professional settings.
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