Automatic Validation and Analysis of Predictive Models By Means of Big Data and Data Science

Edoardo Ramalli,Timoteo Dinelli,Andrea Nobili,Alessandro Stagni,Barbara Pernici,Tiziano Faravelli

SSRN Electronic Journal（2022）

引用 4|浏览4

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摘要

•Validation of a data-driven model has to be objective, systematic and extensive.•An automatic evaluation procedure that validates and analyzes models.•Data science techniques applied to big data to extract model behavior insights.•Application of the proposed procedure on a combustion kinetic model as case study.

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关键词

Model validation,Model analysis,Data science,Data mining,Big data,Knowledge extraction

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